#  @dataengineering Data Engineering Simplified Data Engineering Simplified posts on YouTube about snowflake, data, how to, [----] the most. They currently have [------] followers and [---] posts still getting attention that total [---] engagements in the last [--] hours. ### Engagements: [---] [#](/creator/youtube::UCnfZSN7A09wNwYiUoincXZg/interactions)  - [--] Week [-----] +9.30% - [--] Month [------] +44% - [--] Months [-------] -54% - [--] Year [-------] +137% ### Mentions: [--] [#](/creator/youtube::UCnfZSN7A09wNwYiUoincXZg/posts_active)  - [--] Months [--] -51% - [--] Year [--] +34% ### Followers: [------] [#](/creator/youtube::UCnfZSN7A09wNwYiUoincXZg/followers)  - [--] Week [------] +0.16% - [--] Month [------] +0.98% - [--] Months [------] +6.90% - [--] Year [------] +20% ### CreatorRank: [---------] [#](/creator/youtube::UCnfZSN7A09wNwYiUoincXZg/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [finance](/list/finance) [stocks](/list/stocks) **Social topic influence** [snowflake](/topic/snowflake) #113, [data](/topic/data), [how to](/topic/how-to), [6969](/topic/6969) #1047, [ai](/topic/ai), [virtual](/topic/virtual), [deep](/topic/deep), [llm](/topic/llm), [interview](/topic/interview), [integration](/topic/integration) **Top accounts mentioned or mentioned by** [@dataengineeringsimplified](/creator/undefined) [@dataengineeringsimplified0cf763ae69f1](/creator/undefined) [@dataengineeringsimplifiedf3a1bd5659e0](/creator/undefined) [@dataengineeringsimplified5b2f8b199654](/creator/undefined) [@dataengineeringsimplified8df4b6229be4](/creator/undefined) [@dataengineeringsimplifiedc24929116ea4](/creator/undefined) [@dataengineeringsimplified588b19591b47](/creator/undefined) [@dataengineeringsimplifiedfab1ee9fea7c](/creator/undefined) [@dataengineeringsimplifiedb86714f5a6df](/creator/undefined) [@dataengineeringsimplified5ec567ca5c0c](/creator/undefined) [@dataengineeringsimplified8f8e4f0fd1d0](/creator/undefined) [@dataengineeringsimplifiedcommontableexpressionwithexamplesba87a9baf242](/creator/undefined) **Top assets mentioned** [ANONYMOUS (ANONYMOUS)](/topic/anonymous) [Alphabet Inc Class A (GOOGL)](/topic/$googl) ### Top Social Posts Top posts by engagements in the last [--] hours "Snowflake SnowPro GenAI Exam 10-Day Prep Guide (What to Study & What to Skip) Preparing for the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam This video explains how the exam is structured what Snowflake actually tests across domains and how to prepare using a focused 10-day study plan based on real exam patterns and common candidate mistakes. ⚠ This is NOT a Snowflake basics tutorial. It is a certification-focused strategy guide covering only the GenAI topics that appear in the exam including Cortex features LLM & AISQL functions vector search Document AI governance and" [YouTube Link](https://youtube.com/watch?v=9HsQX_vigYM) 2025-11-27T15:30Z 61.9K followers, [----] engagements "#3 Snowflake Architecture Snowflake Tutorial for Beginners This third and most important chapter covers the snowflake architecture including the life cycle and [--] unique layers of snowflake design. Chapter-3 of the snowflake beginner's tutorial covers the Snowflake architecture & design approach in detail. In general the snowflake is known as a cloud-native platform that supports storage & computes decoupling but how does it achievethis is now known to us and this video chapter helps you understand this concept in detail. This chapter also compares some of the tools like Spark (Spark Vs" [YouTube Link](https://youtube.com/watch?v=IocdgUB94KQ) 2021-08-17T16:30Z 61.9K followers, 277.2K engagements "Snowflake Data Sharing Chapter-16 Snowflake Hands-on Tutorial Snowflake Data Sharing is going to change the world data is being shared now and used for collaboration. Snowflake's secure data sharing is most powerful feature to monetize your data and support so many use cases which was not possible for far. This episode is a quick 25min introduction to the secure data sharing features and it will help you to answer the following questions [--]. Does consume need a snowflake account [--]. Account sharing is possible in same cloud and same region [--]. Who payse for the data and compute for direct share" [YouTube Link](https://youtube.com/watch?v=2d6d-zZMXtA) 2022-01-24T16:30Z 61.9K followers, 56.7K engagements "Schema Evolution Table Properties In Snowflake Make it work for JSON & CSV Files This short & hands-on tutorial will discuss and demonstrate the schema evolution table properties for CSV data file and semi-structure JSON data file. This video will cover everything you need to know about schema evolutions table property and changes needed for your file format as well as for your copy command. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog: https://medium.com/@data-engineering-simplified ✏ Exclusive Snowflake Facebook Group:" [YouTube Link](https://youtube.com/watch?v=84lw4Qw02og) 2023-10-17T15:30Z 61.9K followers, [----] engagements "ETL Workflow In Snowflake Chapter-19 Snowflake Hands-on Tutorial Building ETL Workflow in snowflake is not an easy task and if you have to build end to end ETL workflow (or ETL workflow) we need to use pipe stream and task components along with external stages and orchestrate all the activities. This episode is a comprehensive 60min practical guide with hands-on exercise to demonstrate you how it works. This guide will help you to answer the following questions [--]. How to build ETL workflow pipeline in snowflake [--]. CDC & Incremental load via Snowflake [--]. Delta Data Load via SnowPipe [--]. Data" [YouTube Link](https://youtube.com/watch?v=9FejjGVZrPg) 2022-03-09T16:30Z 61.9K followers, 165.8K engagements "Snowflake Stream & Change Data Capture Chapter-17 Snowflake Hands-on Tutorial Snowflake Stream & Change Data Capture Chapter-17 Snowflake Hands-on Tutorial Snowflake Stream & Change Data Capture is coolest feature snowflake has to simplify the CDC architecture. This episode is a quick 25min introduction as well as feature elaboration to the stream objects and it will help you to answer the following questions [--]. How snowflake stream works [--]. How snowflake stream (cdc) track changes [--]. What is offset in snowflake stream [--]. Does stream cost a lot [--]. How long stream hold the CDC data set So" [YouTube Link](https://youtube.com/watch?v=DXI0GDSwE_E) 2022-02-01T16:30Z 61.9K followers, 75.1K engagements "SWIGGY Data Pipeline End To End Data Engineering Project In Snowflake Discover 🔍 how food aggregators and quick-commerce platforms like Swiggy leverage the Snowflake to power their data pipelines This hands-on 🛠 tutorial starts with a high-level food order process flow explores the OLTP source ER diagram for data analysis and explains the 3-layer data warehouse architecture. Watch as we transform data flow requirements into implementation create fact and dimension tables and build an interactive Streamlit dashboard. Perfect for beginners or those curious about executing end-to-end data" [YouTube Link](https://youtube.com/watch?v=IktHL33Wgug) 2024-12-12T15:30Z 61.9K followers, 62.6K engagements "Snowflake Bring Your Own Model (BYOM) Explained MCQs & Scenarios Crack SnowPro GenAI GES-C01 In this video youll learn how Bring Your Own Model (BYOM) works in Snowflake and how external models from Hugging Face can be deployed using Snowpark Container Services. We break down: How to import a Hugging Face model into Snowflake What truly makes a model deployed Where models are registered (Snowflake Model Registry) What compute is actually required (Compute Pool with GPU support) Common certification-style MCQs and tricky scenario-based questions Youll also clearly understand the difference" [YouTube Link](https://youtube.com/watch?v=L4pFsGMWVgM) 2026-02-12T15:30Z 61.9K followers, [---] engagements "#13 Micro Partitions & Data Clustering In Snowflake Snowflake Hands-on Tutorial This tutorial & chapter [--] "Snowflake Micro Partition" covers everything about partition concept applied by snowflake cloud data warehouse to make this cloud data platform super fast and cost effective So enjoy this video series and provide your valuable feedback. Site ➥ https://www.toppertips.com SQL Scripts➥ https://www.toppertips.com/snowflake-micro-partition/ Chapters ----------------------------------------- ➥ 00:00 Micro Partitions Concept in Snowflake ➥ 01:15 Introduction ➥ 02:02 Course Tree Map ➥ 04:31" [YouTube Link](https://youtube.com/watch?v=UNBysn1M9Vg) 2021-12-19T15:30Z 61.9K followers, 78K engagements "What Is Information Schema In Snowflake Chapter-22 Snowflake Hands-on Tutorial If you want to build a solid understanding about Snowflake Information Schema (What is information schema and How to get information schema in snowflake) then this chapter is for you. The power of Snowflake Information Schema is not well known and the usefulness it brings to data developers and data ops engineers are not discussed anywhere. This episode is a comprehensive & practical guide with hands-on excercise on snowflake information schema. It explains all the views available under information including table" [YouTube Link](https://youtube.com/watch?v=kqZRXoFcKo0) 2022-07-08T16:30Z 61.9K followers, 23.2K engagements "Task-Specific AI SQL You Must Know for the Exam Pass the Snowflake GenAI Certification Faster In this video youll learn why Task-Specific AI functions in Snowflake Cortex are important and how to use them correctly for real-world scenarios and certification exams. We cover key functions like AI Classify AI Extract AI Summarize and AI Translate explaining their purpose input parameters limitations and when to use each one. Youll also see practical examples that help you avoid common mistakes in scenario-based questions. This video is ideal for anyone preparing for the Snowflake GenAI" [YouTube Link](https://youtube.com/watch?v=DBZPGUppmro) 2026-01-29T15:30Z 61.9K followers, [---] engagements "Snowflake Event Tables Complete Guide Snowflake Observability & Logging Feature Discover everything you need to know about Event Tables in Snowflake in this comprehensive 50-minute hands on guide Learn how to create and use event tables with detailed examples including stored procedures written in SQL Python Java Scala and JavaScript. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills This" [YouTube Link](https://youtube.com/watch?v=Ued2XNTGM7c) 2025-01-02T15:30Z 61.9K followers, [----] engagements "Working With RESULTSET Object Snowflake Scripting Guide Stored Procedure Tutorial Ch-17 In this Snowflake SQL scripting developer's guide you would learn about RESULTSET objects and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "Working With RESULTSET Objects " chapter-17 you'll be ready to answer the following questions: [--]. How to use RESULTSET objects in a stored procedure [--]. How to use fetch keyword when working with RESULTSET object [--]. How to iterate through a RESULTSET and fetch individual field value from rows 🚀🚀 Data" [YouTube Link](https://youtube.com/watch?v=-Z1N8l6aZkQ) 2024-03-19T15:30Z 55K followers, [----] engagements "Masking JSON Data Using Dynamic Data Masking Possible Part-05 Securing and masking standard data types with dynamic data masking is straightforward using simple policy objects. However applying masking policies to variant data types that contain JSON documents can be more complex. This video addresses these challenges and explains how to mask sensitive data within JSON documents. Youll learn how to apply both single and multiple attribute masking to variant data types within a table. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level" [YouTube Link](https://youtube.com/watch?v=0gLzjbfsqDM) 2024-07-09T15:30Z 61.9K followers, [----] engagements "Ep-005 USAGE vs OPERATE Privileges On Virtual Warehouse #shorts USAGE Grant vs OPERATE Grant on Virtual Warehouse ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering #clouddatawarehouse Disclaimer: All snowflake-related learning materials and tutorial videos published in" [YouTube Link](https://youtube.com/watch?v=0y54srgS_dg) 2023-03-12T15:30Z 54.8K followers, [---] engagements "Snowflake Stream & Task Concept [--] Mock Questions Snowflake Certification Exam Complete guide on snowflake stream & task concepts along with [--] important certification questions. This video also includes the key concepts besides trips & tricks. Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 SnowPro Guide: https://bit.ly/35S7Rcb 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Practice Test Playlist (300 meaningful questions): https://bit.ly/3kl5Jzj Video chapter-wise access" [YouTube Link](https://youtube.com/watch?v=14SWHz4_G0Q) 2021-02-25T16:30Z 43.3K followers, 15.3K engagements "Ep008 The Power Of OWNERSHIP Privilege On A Warehouse #shorts The short video demonstrates the difference between having all privileges on a virtual warehouse and owning the warehouse. While having operate usage monitor and modify grants allows for full control ownership privileges are necessary to drop the warehouse or grant privileges to other roles. The short video provides an example of attempting to drop a warehouse with a public role that has all grants but no ownership resulting in insufficient privileges. The conclusion is that ownership privileges are necessary to drop a warehouse ✏" [YouTube Link](https://youtube.com/watch?v=7fcQiV7QpBA) 2023-03-16T15:30Z 38.5K followers, [----] engagements "Tag Based Dynamic Data Masking In Snowflake Part-03 Tab Based Dynamic Data Masking is Snowflake's powerful feature to apply masking at scale and reduce the policy deployment cost. In this hands on guide we will learn how to create tag objects and how to set the policy on multiple column by associating the masking policy to a tag including limitation of tag based masking policy. This tutorial goes beyond SQL syntax and focuses all all the important aspects of tab based dynamic data masking concepts facilitating column-level security in the Snowflake cloud data warehouse platform. Once you" [YouTube Link](https://youtube.com/watch?v=80l8943gGk0) 2024-05-07T15:30Z 61.9K followers, [----] engagements "NOORDER vs ORDER Value Performance Impact on Snowflake Table Data Loading Into Snowflake Table This quick and practical tutorial will show the importance of ORDER & NOORDER values for identity/auto-increment column when added in your table and the impact of copy command and its side effect on identity column and it is worth considering NOORDER value for the auto-increment column. This video will cover everything you need to know about change tracking properties vs stream object on a table and how it behaves in different situation. 🚀🚀 How To Connect ✏ Instagram:" [YouTube Link](https://youtube.com/watch?v=9fpU0lO96QI) 2023-10-11T15:30Z 54.7K followers, [----] engagements "What is Snowflake Time Travel Chapter-14 Snowflake Hands-on Tutorial Snowflake's Time Travel Feature is the most powerful and impactful utility which if used correctly and designed appropriately will save a lot of time and effort to simplify many complex data project operational activities. Time travelis not just limited to seeing the past state of your data it brings a whole lot of new possibilities for the way design and operates data projects. This episode is a quick 30min introduction of time travel features and helps you to answer the following questions [--]. What is time travel and how it" [YouTube Link](https://youtube.com/watch?v=9k8ADXunhIk) 2022-01-03T14:30Z 57.5K followers, 42.4K engagements "Snowflake Notebooks This comprehensive video tutorial on Snowflake Notebooks provides a step-by-step guide on creating a notebook and how this new interactive development environment helps data engineers to write SQL/Python scripts markdown and Snowpark/Streamlit code under one place and perform data exploration and data visualization activities. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥" [YouTube Link](https://youtube.com/watch?v=B6MOA846qGc) 2024-09-03T15:30Z 61.9K followers, [----] engagements "Stored Procedure In Snowflake Chapter-21.1 Snowflake Hands-on Tutorial Stored Procedure In Snowflake allows data developer to wrap their complex logic and automate their repeatable manual process. This episode is a comprehensive & practical guide with hands-on excercise on stored procedure. It covers basics of stored procedure including different specification options (input params language i.e. javascript/sql/java/scala return type volatile/immutable caller/owners rights strict etc) along side exception handling and transaction. This guide will help you to answer the following questions 🚀" [YouTube Link](https://youtube.com/watch?v=CsH2sB6gwlw) 2022-05-10T15:30Z 58.1K followers, 65.6K engagements "Snowflake Scripting - How To Declare Variable Snowflake Stored Procedure When dealing with stored procedures and anonymous blocks in Snowflake it's crucial to grasp the methods for defining and declaring variables. Within the DECLARE section various approaches exist for declaring variables in Snowflake encompassing options such as specifying default values using expressions built-in functions and select statements. This comprehensive video explores all these possibilities and elucidates each concept by demonstrating executions using the Snowsight WebUI. Upon completion of the "Snowflake" [YouTube Link](https://youtube.com/watch?v=CyJ9LPFMhwc) 2023-12-06T15:30Z 54.9K followers, [----] engagements "Snowflake [--] Snowpark Using User ID & Password Snowpark Python Tutorial With Example This hands-on video tutorial covers "How to connect to snowflake using Snowpark with user id and password". 🚀🚀 Video Sections 🚀🚀 -------------------------------------------- ➥ 00:00 Introduction (Session API) ➥ 00:41 How to Connect to Snowflake ➥ 02:37 Issue with Incorrect User ID & Password ➥ 03:49 Issue with Snowflake Account URL For Connection String ➥ 04:26 How to Handle Locked Users ➥ 04:52 Issue with fully qualified schema name 🚀🚀 Snowpark Python Code Example 🚀🚀" [YouTube Link](https://youtube.com/watch?v=Dr0WlzgcQ30) 2023-04-24T15:30Z 47.7K followers, [----] engagements "Handle Deduplication While Loading CSV File Into Snowflake Ch-07 Snowflake Data Loading Approach Table restrictions are not enforced by Snowflake. One of the usual requirements when loading data using copy command from external stage is handling duplicate records and how to avoid them (specially when you have large duplicates available or duplicate files) This episode helps you to describe each of the different data loading cases with duplicate records and help you to solve a problem using hands-on excercise . Once you complete this video you will be able to answer following questions [--]. Does" [YouTube Link](https://youtube.com/watch?v=GEPW9s82Kug) 2022-11-08T15:30Z 50.8K followers, [----] engagements "Stored Procedure - How To RETURN A Value/Expression/Table Snowflake Stored Procedure Ch-09 This tutorial video explains using the RETURN keyword in Snowflake scripting to send back a value expression or result set from a stored procedure. It begins by discussing the necessity of the return statement in a stored procedure then covers topics like specifying return properties using multiple return statements and how data types are handled during implicit casting. Upon completing the " How To RETURN A Value/Expression/Table" chapter you'll be ready to answer the following questions: [--]. How to" [YouTube Link](https://youtube.com/watch?v=Gl0x4yxz_Ok) 2024-01-02T15:30Z 47.7K followers, [----] engagements "Binding Parameters With CURSOR Snowflake Scripting Guide Stored Procedure Tutorial Ch-16 🚀🚀 Snowflake Stored Procedure Playlist https://www.youtube.com/playlistlist=PLba2xJ7yxHB5NksIHMPirkHhOoEG3-K09 ✏ Ch-01 Snowflake Scripting For Stored Procedure Introduction https://youtu.be/-BhYp0X00P0 ✏ Ch-02 Stored Procedures Are Anti-Pattern https://youtu.be/rBwknyABYMU ✏ Ch-03 Snowflake Scripting Block Structure https://youtu.be/yBaUbCFSMjM ✏ Ch-04 How To Declare Variable https://youtu.be/CyJ9LPFMhwc ✏ Ch-05 Declare & Define Local Variables https://youtu.be/pBDeMog56AQ ✏ Ch-06 How To Use Variables" [YouTube Link](https://youtube.com/watch?v=GlRJ0kUpI54) 2024-03-14T15:30Z 55K followers, [----] engagements "Challenges With Referential Integrity In Snowflake This quick and practical tutorial on foreign key focuses on "Challenges With Referential Integrity In Snowflake". This snowflake tutorial provides a step-by-step guide on using foreign key behaviour in Snowflake tables and exhibit challenges it brings to ETL developer. Discover how Snowflake enforces (or does not-enforce) these referential constraints and how to access table parameters to find foreign key referential constraints. This video will cover everything you need to know about foreign key referential constraints including practical" [YouTube Link](https://youtube.com/watch?v=HUcB8758O48) 2023-10-03T15:30Z 54.8K followers, [----] engagements "Unlock the Secrets to Domain-1 Snowpro Core Certification #03 COF-C02 Practice Test & MCQs This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-01 (Snowflake Cloud Data Platform Features and Architecture) which has around 25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple & medium. This mock test and practice questions will help you to identify if your snowpro certification preparation is" [YouTube Link](https://youtube.com/watch?v=LtE6R55KE-Q) 2023-01-12T15:30Z 47.7K followers, 12.7K engagements "Discover How Primary and Unique Key Constraints Work in Snowflake This video "Discover How Primary and Unique Key Constraints Work in Snowflake" provides a step-by-step guide on using primary and unique keys in Snowflake tables to ensure data integrity. Discover how Snowflake enforces (or does not-enforce) these constraints and how to access table parameters to find primary and unique key constraints. This video will cover everything you need to know about primary and unique keys including practical demonstrations of how they behave when loading data into Snowflake tables. 🚀🚀 How To Connect" [YouTube Link](https://youtube.com/watch?v=Lu4TR0DvGMc) 2023-09-20T15:30Z 54.2K followers, [----] engagements "Getting Started With Git Snowflake Notebook Integration Learn how to easily connect Snowflake Notebooks with Git/GitHub in this step-by-step video. Ill show you how to set up a Git repository inside Snowflake bring in notebooks from your repo and perform basic Git tasks like pulling updates and pushing changes. Youll also see the SQL commands gets executed via query history and if they are metadata operations or need compute cost. This vitual and hands-on tutorial is a perfect for anyone looking to ehnance their work and keep everything in sync while working with snowflake notebooks. 🚀🚀" [YouTube Link](https://youtube.com/watch?v=NYrAOn4Dcy0) 2024-09-10T15:30Z 61.9K followers, [----] engagements "Snowflake GitHub Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake Git/GitHub integration demonstrates how to create a Git repository object within Snowflake for both private and public repositories allowing seamless access to database script files within Snowflake. This Snowflake tutorial explains each SQL command that can be used on a Git Repository Stage object and how to share access with other Snowflake roles using the RBAC feature. The video tutorial also covers executing SQL scripts and creating a Python-based stored procedure by referencing a GitHub" [YouTube Link](https://youtube.com/watch?v=ObDriYI_dME) 2024-08-06T15:30Z 61.9K followers, 10.3K engagements "10 Tips To Reduce & Manage Snowflake Virtual Warehoue Cost Efficiently While working with Snowflake virtual warehouses (compute resources) dominate overall snowflake platform cost. It is crucial to understand various warehouse-level parameters and additional objects (like Resource Monitor) to help your Snowflake platform team and projects manage its costs effectively. This video covers the most commonly ignored parameters and concepts enabling you to design a very cost-efficient Snowflake environment and run your platform more effectively. 🚀🚀 Data Engineering Simplified - Social Links" [YouTube Link](https://youtube.com/watch?v=PJi0tVI4Jdk) 2024-08-01T15:30Z 61.9K followers, [----] engagements "Working With WHILE Loop Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-13 This hands-on Snowflake tutorial "Working With WHILE Loops" will demonstrate and cover everything about WHILE Loops when building stored procedure or anonymous block. Upon completing the "Working With WHILE Loops" chapter-13 you'll be ready to answer the following questions: [--]. How to use WHILE loop in a stored procedure [--]. What kind of syntax error and execution error may occur while building solution using WHILE loop [--]. What are the limitations of WHILE loops in snowflake scripting 🚀🚀 Data" [YouTube Link](https://youtube.com/watch?v=Q5UU5h7jdNU) 2024-03-05T15:30Z 54.9K followers, [----] engagements "Mastering Snowflake Permanent Tables [--] Ways To Create Tables In Snowflake Track Table Properties Creating tables in most databases is a basic and very elementary task that doesn't usually require much discussion. However when it comes to Snowflake it's not as straightforward as it seems specially when you have to create at table by referring another table. There are many important aspects to explore when dealing with Snowflake tables. In this video we'll provide a hands-on guide to show you how to create tables in five different ways within Snowflake. We'll also explain how each of these" [YouTube Link](https://youtube.com/watch?v=Qg6CRdGbRKw) 2023-09-11T15:30Z 54.3K followers, [----] engagements "Snowflake Must Know New Objects Chapter-8 Snowflake Hands-on Tutorial This tutorial & chapter [--] "Snowflake Must Know New Objects" guides on all those snowflake account level and database level objects that a data developer and lead must know. These objects are not very common across other data warehouse system and snowflake has introduced them with a specific purpose. Many of us use snowflake as if it is another data warehouse system and only focus on writing SQL statements stored procedures or functions (or UDFs). Snowflake has many new objects and knowing their purpose and their power will" [YouTube Link](https://youtube.com/watch?v=S5NwU2o2Exg) 2021-09-26T16:30Z 53.7K followers, 77.9K engagements "Stored Procedure - Variable Scope & Visibility In Nested Block Snowflake Stored Procedure Ch-08 The Snowflake Stored Procedure allows you to include nested or anonymous blocks within the body of your stored procedure. In certain situations you may declare a variable with a different or identical name. It's crucial to grasp how variable scope and visibility operate when dealing with nested or deeply nested blocks. This tutorial and hands-on guide will help you comprehend the workings of nested blocks and variable visibility in Snowflake. Upon completing the "Variable Scope & Visibility In" [YouTube Link](https://youtube.com/watch?v=TvzTr8HPdtM) 2023-12-26T15:30Z 33.8K followers, [---] engagements "Snowflake SQL Scripting - How To Use Variables Snowflake Stored Procedure Ch-06 Once variables are defined it's important to use them effectively. In this video we'll explore how to utilize variables in Snowflake SQL Scripting statements and standard SQL statements. We'll cover using variables in standard expressions including understanding data types. Additionally we'll delve into using the colon notation to access variables within SQL statements and explore the role of the identifier function. This tutorial aims to assist you in writing complex dynamic and efficient stored procedures using" [YouTube Link](https://youtube.com/watch?v=U2gbypinWZs) 2023-12-19T15:30Z 33.8K followers, [---] engagements "Working With FOR Loops Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-12 In this snowflake scripting developer's guide you would learn about FOR loops and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "Working With FOR Loops " chapter-12 you'll be ready to answer the following questions: [--]. How to use FOR loop in a stored procedure [--]. What are the two type of for loops in snowflake scripting [--]. What are the limitations of for loops in snowflake scripting 🚀🚀 Data Engineering Simplified - Social Links" [YouTube Link](https://youtube.com/watch?v=UzKb_TGtqpg) 2024-02-13T15:30Z 54.8K followers, [----] engagements "#08 How To Deploy & Run Snowpark Python Inside Snowflake In this episode we will explore and understand how to deploy and run snowpark python program inside snowflake as a stored procedure. We will take an existing snowpark python program make modification before we can embed them as stored procedure and deploy them within snowflake. We will also see how the query profile looks like when this deployed stored procedure is executed and what step represents the snowpark execution. We will also understand a quick way to create snowpark program using Python Worksheet. Upon completing this "How To" [YouTube Link](https://youtube.com/watch?v=Wh3oEXtGr88) 2023-06-23T15:45Z [--] followers, [---] engagements "#06 Snowpark API For Java & Scala Vs. Python Many of us are generally confused about whether to use Java Scala or Python programming language for Snowpark-based data development. This video tutorial aims to help Python developers understand (and more make them aware) the appearance of Snowpark for Java and Snowpark for Scala their limitations version dependencies setup challenges with IDEs and the Snowflake runtime secure sandbox's built-in libraries. We will have the opportunity to examine a code snippet for Java Snowpark and Scala Snowpark and compare them at a high level by placing them" [YouTube Link](https://youtube.com/watch?v=WlRN7B7Rl4c) 2023-10-24T05:31Z 31.3K followers, [---] engagements "How To Use EXECUTE IMMEDIATE Snowflake SQL Scripting Stored Procedure Tutorial Ch-19 In this Snowflake SQL scripting developer's guide you would learn about EXECUTE IMMEDIATE statement and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "How To Use EXECUTE IMMEDIATE " chapter-19 you'll be ready to answer the following questions: 1.How To Use EXECUTE IMMEDIATE & advantages it brings to the data developer [--]. What are the limitations of How EXECUTE IMMEDIATE [--]. What EXECUTE IMMEDIATE returns as data type when used [--]. EXECUTE IMMEDIATE is" [YouTube Link](https://youtube.com/watch?v=XDEHQR9K5fM) 2024-04-02T15:30Z 39K followers, [---] engagements "Snowflake Infer Schema For JSON Data Automatically Load JSON Data Into Snowflake Infer-schema for JSON Files or automatic JSON schema detection feature in Snowflake is an important utility for data teams. Snowflake has added support for schema detection that can now scan JSON files and "Infer Schema" table function can extract the column names and date type and help a data developer to create table automatically without any manual effort. Traditionally before loading data permanent or transient tables are created with DDL SQL Statements and this can be an effort intensive task for large data" [YouTube Link](https://youtube.com/watch?v=a4ndsoZ5Ox8) 2023-08-16T15:30Z 53K followers, [----] engagements "Snowflake Zero Copy Clone Chapter-15 Snowflake Hands-on Tutorial Snowflake's Clone Feature is the very and handy feature which if used correctly and designed appropriately will help many use cases for which a development team rely on data operation team. Cloning is not just limited to tables clone can be applied to schemas databases and many other objects within schemas. This episode is a quick 30min introduction of cloning (or so called zero copy clone) features and it will help you to answer the following questions [--]. Clone and zero copy clone both are same [--]. Does clone cost anything if" [YouTube Link](https://youtube.com/watch?v=cAyM-Nj9WOc) 2022-01-12T14:30Z 54K followers, 40.1K engagements "Have you ever used change track table property in snowflake This quick and practical tutorial on change tracking table focuses on "The Change Tracking Properties & Its Behaviour ". This snowflake tutorial provides a step-by-step guide on using change tracking tracking properties in the Snowflake tables. This video will cover everything you need to know about change tracking properties on a table and how it behaves compare to stream object as well as time travel feature. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog:" [YouTube Link](https://youtube.com/watch?v=cNWRefIxXpw) 2023-10-05T15:30Z 53.8K followers, [----] engagements "Snowflake Certification Release Concept Sample Certification Questions & Tips Mock Certification Questions with Explanation on Release Concept + Quick Summary + Tips Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Guide: https://bit.ly/3kSVOzX 👉 Question Dump: https://bit.ly/2SzcZdK Subject Area Weight For the SnowPro Certification Exam -------------------------------------------------------------------------- Snowflake Overview and" [YouTube Link](https://youtube.com/watch?v=cmzcVhnvZpk) 2020-07-10T13:49Z 57K followers, 10.5K engagements "Exploring IF-ELSE Conditional Logic in Depth Snowflake Stored Procedure Tutorial Ch-10 Discover the ins and outs of IF-ELSE conditional logic in Snowflake SQL Scripting with this hands-on video tutorial. Learn about If-Else and If-ElseIf constructs and how to use them in your stored procedures and anonymous block. Get the hang of nested IF statements and understand the importance of semicolons and brackets while working with IF-ELSE conditional logic. Find out what the "return" keyword does and get a handle on different data types. This guide will help you navigate IF-ELSE logic making your" [YouTube Link](https://youtube.com/watch?v=dmybW_lQuGA) 2024-01-23T15:30Z 54.5K followers, [----] engagements "CDC & Delta Processing In Snowflake - Stream Object Vs. Change Tracking Table Properties This quick and practical tutorial will show the stream object and change tracking table properties behaviour and provide a deep insight how to use these [--] features to manage your change data capture or delta data processing. This video will cover everything you need to know about change tracking properties vs stream object on a table and how it behaves in different situation. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog:" [YouTube Link](https://youtube.com/watch?v=eJ7QCrDZDJo) 2023-10-09T15:38Z 31.3K followers, [---] engagements "Working With REPEAT Loop Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-14 This hands-on Snowflake tutorial "Working With REPEAT Loops" will demonstrate and cover everything about REPEAT Loops when building stored procedure or anonymous block. Upon completing the "Working With WHILE Loops" chapter-13 you'll be ready to answer the following questions: [--]. How to use REPEAT loop in a stored procedure [--]. What kind of syntax error and execution error may occur while building solution using REPEAT loop [--]. What are the limitations of REPEAT loops in snowflake scripting 🚀🚀 Data" [YouTube Link](https://youtube.com/watch?v=eNovcmu4Qk4) 2024-03-07T16:30Z 54.9K followers, [----] engagements "#10 Snowpark Vs. ADF Vs. Azure Synapse Vs. Databricks In this brief video we'll explore the main characteristics of Azure ADF Azure Synapse Analytics and Databricks data platform. We'll also delve into the process of migrating these workloads to Snowpark and uncover the features that cannot be transferred to Snowpark/Snowflake. These tools are primarily designed for easy use requiring little to no coding skills which raises the assumption that they may not be seamlessly migrated. Join us as we unravel the ins and outs of this migration process and shed light on the limitations you should be" [YouTube Link](https://youtube.com/watch?v=ezOUUNn6Usk) 2023-06-29T15:30Z 57.7K followers, [----] engagements "Don't Grant MODIFY Privilege On A Warehouse To Development Team Ep-007 #shorts Altering or changing or modifying a virtual warehouse object requires MODIFY privileges to a user or role. Without these privileges the Save Warehouse button will appear DISABLED preventing any changes to the warehouse. Other types of grants such as resume suspend and monitor also play a role in determining levels of access to the virtual warehouse. This short video helps you understand why you should not assign MODIFY grant to a developer. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter:" [YouTube Link](https://youtube.com/watch?v=gBqE55XZpqs) 2023-03-15T15:30Z 59.4K followers, [----] engagements "Configuring SnowSQL On Windows Machine Ch-03 In Chapter [--] of the SnowSQL Master Class Playlist learn how to locate the configuration file on a Windows machine and use it to define connection parameters for both default and named connections to Snowflake. This setup enables seamless access to multiple environmentsdev QA and production. The hands-on session also covers best practices and the risks of storing passwords in plain text. A must-watch for all Data Engineers and Snowflake DBAs aiming for secure and efficient CLI usage. 🚀🚀 Snowflake SnowSQL Full Course Playlist 🚀🚀 ✅ Ch-01" [YouTube Link](https://youtube.com/watch?v=hTEOiARl51E) 2025-05-13T15:30Z 61.9K followers, [----] engagements "What Is Conditional Dynamic Data Masking In Snowflake Part-02 We're all familiar with the Dynamic Data Masking policy but there's another crucial feature in Snowflake that enables the masking of sensitive table data based on certain conditions. Therefore the focus of this chapter is on how to develop and implement conditional data masking associating it with a table column. In this short tutorial we'll cover everything about conditional data masking. This tutorial goes beyond SQL syntax and focuses all all the important aspects of conditional dynamic data masking concepts facilitating" [YouTube Link](https://youtube.com/watch?v=l5zZPSsWTkQ) 2024-04-30T15:30Z 61.9K followers, [----] engagements "Validate Data Before Loading Into Snowflake Ch-08 Snowflake Data Loading Approach Data loading may take time and if any coversion issue or parsing issue occures while loading data into table the cycle to fix the issue and re-running copy command is time consuming. This chapter helps you to understand how data can be validated before it is loaded into snowflake and how different options are there to debug the data issues This episode helps you to describe each of the different data validation options and help you to solve a problem using hands-on excercise . Once you complete this video you" [YouTube Link](https://youtube.com/watch?v=lE4mF8fgIOM) 2022-11-10T15:30Z 53.7K followers, [----] engagements "Fast Data Loading & Bulk Ingestion in Snowflake Chapter-9 Snowflake Hands-on Tutorial This tutorial & chapter [--] "Fast Data Loading & Bulk Ingestion in Snowflake" helps data developers to understand the bulk data loading and data ingestion concept in snowflake. Snowflake allows different stages and different kinds of file formats to support different use cases to load data ingestion. Many projects and developers struggle to understand the stage and file format concept and that's what this video tutorial helps them with. This hands on visual guide covers following most important features with" [YouTube Link](https://youtube.com/watch?v=lI5OQPjuj-8) 2021-10-24T14:00Z 58.6K followers, 109.1K engagements "Part-2 of Domain-2 Snowpro Core Certification Questions COF-C02 Practice Test & MCQs #05 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-02 (Snowflake Cloud Account Access & Security) which has around 20-25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple medium & complex. This mock test and practice questions will help you to identify if your snowpro certification preparation is good" [YouTube Link](https://youtube.com/watch?v=lxZqD2_F2ms) 2023-01-26T14:00Z 47.7K followers, [----] engagements "#02 How To Load JSON in Snowflake From AWS S3 To Snowflake JSON Snowflake Tutorial Snowflake Tutorial Chapter-02 covers and answers "How To Load JSON Data Into Snowflake" using AWS S3 Bucket. This video chapter will demonstrate how to configure AWS S3 bucket apply a policy create a JSON file format object and then run copy command to load JSON data into snowflake using [--] different approaches. Validate the performance of these [--] different approaches using query profile screen and identify the best approach as per your need and JSON data complexity. Once you finish this chapter-02 you will be" [YouTube Link](https://youtube.com/watch?v=mTMsgoQ_se0) 2023-01-03T15:30Z 47.7K followers, [----] engagements "Install SnowSQL In Windows System Complete Hands-on Guide Ch-02 Welcome to the SnowSQL Client Master Class chapter-02 "Snowflake SnowSQL Installation On Windows OS". This video will walk you through everything you needfrom downloading SnowSQL and verifying the installation to connecting with command-line parameters. Well also cover how to troubleshoot common login and access errors and how to check the login audit table in Snowflake for deeper insights. Whether youre a beginner or need a quick refresher this step-by-step guide will help you get up and running with SnowSQL confidently. This" [YouTube Link](https://youtube.com/watch?v=n69CH2DOGMc) 2025-05-06T15:30Z 61.9K followers, [----] engagements "Snowflake BitBucket Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake and BitBucket (Atlassian) integration tutorial demonstrates how to create a BitBucket/Git repository object within Snowflake for both private and public repositories enabling seamless access to database script files within Snowflake. In this Snowflake (Integration) tutorial youll learn about each SQL command that can be used on a Git Repository Stage object as well as how to share access with other Snowflake roles using the RBAC feature. The video also covers executing SQL scripts creating" [YouTube Link](https://youtube.com/watch?v=nT3Xm4xtqsg) 2024-08-13T15:30Z 61.9K followers, [----] engagements "How To Use CASE/WHEN Conditional Logic - SQL Scripting Snowflake Stored Procedure Tutorial Ch-11 Discover everything about CASE/WHEN conditional logic in Snowflake SQL Scripting with this hands-on video tutorial. Learn about simple and searched CASE/WHEN constructs and how to use them in your stored procedures and anonymous block. Get the hang of nested CASE/WHEN statements and understand the importance of semicolons and brackets while working with CASE/WHEN conditional logic. This guide will help you navigate CASE/WHEN statements making your stored procedures and anonymous block more" [YouTube Link](https://youtube.com/watch?v=oRzIqDvhyWU) 2024-02-01T15:30Z 54.8K followers, [----] engagements "Snowflake SQL Scripting - Work With Local Variable Snowflake Stored Procedure Ch-05 In this video tutorial we will learn how to define local variables using let keyword in snowflake sql scripting while working with stored procedure as well as anonymous block. We will learn different way to define local variables and role of default as well as colon-equal operator to assign an expression to the local variable. This comprehensive video explores all these possibilities and explain each concept by demonstrating executions using the Snowsight WebUI. Upon completion of the "Work With Local" [YouTube Link](https://youtube.com/watch?v=pBDeMog56AQ) 2023-12-12T15:30Z 47.7K followers, [----] engagements "Snowflake Views & Column Level Security Applicability Part-04 Snowflake supports four types of views and in this video we'll find out if these views support column-level security (Dynamic Data Masking). We'll learn how to use dynamic masking for views and protect sensitive information in Snowflake. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level security in Snowflake views. Once you complete this visual guided tour you would be able to understand and answer following questions [--]. Do all kind of view support column level security" [YouTube Link](https://youtube.com/watch?v=pTYRLtsO8mw) 2024-06-04T15:30Z 61.9K followers, [----] engagements "Snowflake Data Unloading Working Session CSV JSON Parquet Data Export Technique Snowflake provides different approach to unload data from a table or from a query. To export data from Snowflake tables or from a custom query in different file format need a copy command along with file format object. This hands on video will demonstrates the different approaches to export or unload data into named and un-nammed stage and role of different options in the copy command along with file format option. This is complete hands on guide and through this working session you would get a deeper knowledge of" [YouTube Link](https://youtube.com/watch?v=uc4mm0FcnfM) 2023-11-07T15:30Z 57K followers, [----] engagements "Create Snowpark Data Frames From Snowflake Tables Snowpark Python Tutorial With Example In this tutorial we'll explore how to use Snowpark Session API and create table object (looks similar to Data Frame object). We'll walk through a step-by-step example explaining how to pass table parameter and display table result on your local Snowpark instance. 🚀🚀 Video Sections 🚀🚀 -------------------------------------------- ➥ 00:00 Introduction (Table API) ➥ 00:44 How To Create Table Object From Session ➥ 01:41 Data Frame Vs Table Object In Snowpark ➥ 01:58 Alternate Approach To Get Table Object" [YouTube Link](https://youtube.com/watch?v=vWxgjFHURJ0) 2023-04-25T15:30Z 43.2K followers, [----] engagements "Snowflake GitLab Integration Complete Hands-On Snowflake Tutorial This comprehensive video tutorial on Snowflake and GitLab integration provides a step-by-step guide on creating a GitLab/Git repository internal stage object within Snowflake. Whether you're working with private or public repositories this tutorial will show you how to seamlessly access and manage database script files directly within Snowflake. This Snowflake Git (GitLab) integration tutorial covers every SQL command applicable to a Git Repository Internal Stage object and demonstrates how to share access with other Snowflake" [YouTube Link](https://youtube.com/watch?v=w1OJxe8x5S8) 2024-08-20T15:30Z 61.9K followers, [----] engagements "How to work with external table in Snowflake Chapter-11 Snowflake Hands-on Tutorial This tutorial & chapter [--] "How to work with external table in Snowflake" hands on guide is going to demonstrate you everything about snowflake external table and how to connect to your cloud data lake and see your CSV Parquet orc AVRO json & xml data set. This hands on visual guided will help you to answer following questions [--]. What is external table in snowflake. [--]. How to create external table and map it with external stage (like AWS S3) [--]. How to auto ingest via external table. [--]. How to work with parquet" [YouTube Link](https://youtube.com/watch?v=w9BQsOlJc5s) 2021-11-13T16:30Z 52.7K followers, 55.4K engagements "Snowflake Scripting Block Structure For Stored Procedures & Anonymous Blocks Block structures serve as containers for both Snowflake script and SQL scripting providing a platform for encapsulation and execution. These structures can either be anonymous or attached to a stored procedure and that's precisely what we'll delve into in this video. We'll explore both the theoretical and practical aspects of block structures demonstrating how to compose straightforward Snowflake scripts and troubleshoot them by intentionally introducing errors using our Snowsight WebUI. Upon completion of the" [YouTube Link](https://youtube.com/watch?v=yBaUbCFSMjM) 2023-12-05T15:30Z 53.1K followers, [----] engagements "AI-SQL HELPER FUNCTIONS Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this short and focused session youll learn how Snowflakes AI-SQL Helper functions all explained visually with real examples (and exam tips) so you dont have to memorize documentation. This topic (AI SQL Functions in Snowflake) carries significant exam weightage and often appears in combined and tricky MCQs where understanding behavior and purpose matters more than syntax. By watching this video youll clearly understand how these helper features fit into real-world workflows and how to quickly" [YouTube Link](https://youtube.com/watch?v=6XMI0PWdnPI) 2026-02-03T15:30Z 61.9K followers, [---] engagements "Complete Guide On Snowflake Metrics - Observability Feature In Snowflake Discover everything you need to know about Metrics a great observability feature added into the Snowflake toolkit. This comprehensive hands on guide will teach you how to enable the metrics in snowflake for your functions and stored procedures. This hands on tutorial covers metrics observability features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills 🚀🚀 Data" [YouTube Link](https://youtube.com/watch?v=UtzFeVw4ejM) 2025-01-14T15:30Z 61.9K followers, [----] engagements "Structured Output & JSON Schema Traps SnowPro GenAI Exam Domain [--] (40%) Unlock deterministic responses in your AI pipelines with Cortex Structured Output. This tutorial is a deep dive into Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam which carries a massive 40% weightage. Learn how to force your Large Language Models (LLMs) to conform to a specific JSON schema ensuring your downstream applications never fail due to inconsistent data. We compare the implementation across both COMPLETE and AI_COMPLETE and look at the real-world error" [YouTube Link](https://youtube.com/watch?v=V55rC5vip64) 2026-01-15T15:30Z 61.9K followers, [---] engagements "Trace Events - Observability Feature In Snowflake Discover everything you need to know about Trace Events a powerful observability feature added into the Snowflake toolkit. This comprehensive 40-minute hands on guide will teach you how to create and use trace events with detailed examples including stored procedures written in SQL and Python scripting language. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights" [YouTube Link](https://youtube.com/watch?v=Z2wmkX3NvnA) 2025-01-09T15:30Z 61.9K followers, [----] engagements "Embedding & Vector Function Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn how embedding and vector similarity functions work in Snowflake Cloud Data Platform. We explore how text and images are converted into vector representations how similarity is measured and how these concepts apply to semantic search and RAG-based systems. Youll also understand how to choose the right embedding type and similarity function for different use cases especially in certification-style scenarios. If youre preparing for the Snowflake GenAI Certification (GES-C01)" [YouTube Link](https://youtube.com/watch?v=bU8No-DATMw) 2026-02-05T15:30Z 61.9K followers, [---] engagements "Part-02 of Domain-2 Snowpro Core Certification Questions COF-C02 Practice Test & MCQs #04 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-02 (Snowflake Cloud Account Access & Security) which has around 20-25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple medium & complex. This mock test and practice questions will help you to identify if your snowpro certification preparation is good" [YouTube Link](https://youtube.com/watch?v=cWSzwoy5nMQ) 2023-01-19T15:30Z 61.9K followers, 16.3K engagements "AI Sentiment Entities & Syntax Traps SnowPro GenAI Exam Domain [--] (40%) This video is a comprehensive tutorial on the Cortex AI Sentiment function a core part of Domain [--] (LLM Functions & AI SQL) for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. While simple on the surface the sentiment function has multiple distinct versions and several hidden limitations that Snowflake frequently tests. We move beyond the basic documentation to show you exactly how these functions behave in real-world scenarios and where candidates usually lose points. What you will learn (that the docs don't" [YouTube Link](https://youtube.com/watch?v=iqSlgqzNc70) 2026-01-09T15:30Z 61.9K followers, [---] engagements "COMPLETE Cortex Function + AI_COMPLETE() Deep Dive Tutorials SnowPro GenAI Exam Domain [--] (40%) Unlock the power of the Cortex COMPLETE and the new AI_COMPLETE functions in this deep-dive tutorial. This video is specifically designed for Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. We go beyond the basics to explain the differences between the legacy and modern versions exploring exactly how model choice affects cost speed and accuracy. Complete domain-wise playlist covering: -------------------------------------------------------------- Complete" [YouTube Link](https://youtube.com/watch?v=pTWLM7F9NpU) 2026-01-13T15:30Z 61.9K followers, [---] engagements "Snowflake Secrets: Import Excel Files Without CSV Hassles Excel is everywhereand if youre struggling to load Excel files into Snowflake tables directly and spending hours doing it manually youre not alone. In this video Ill show you exactly how to automate loading Excel data directly into a Snowflake table from your stage location whether the file is small or large. This simple approach can save you tons of data ingestion time and reduce data errors making your workflows faster cleaner and much more reliable. Whether youre working on small projects or enterprise-level pipelines this tutorial" [YouTube Link](https://youtube.com/watch?v=s2AGcGvhTKA) 2025-04-29T16:01Z 61.9K followers, [----] engagements "Snowflake Tasks & Task Tree Chapter-18 Snowflake Hands-on Tutorial Snowflake Tasks & Task Tree are two important components in snowflake to automate your SQL script as well as automate your workflow. Using task and task tree you can achive lot of automation and data movement from ingestion to consumption layer. These two features are snowflake native components and works very well if designed correctly. This episode is a quick 30min introduction as well as feature elaboration to the task objects and it will help you to answer the following questions [--]. How snowflake task works [--]. How" [YouTube Link](https://youtube.com/watch?v=165hXZ_o4Vk) 2022-02-15T15:30Z 61.9K followers, 53.1K engagements "Ep-001 Is A Virtual Warehouse Is First Class Object in Snowflake #shorts Virtual warehouses in Snowflake are secure and isolated computing environments responsible for executing queries and data processing tasks. They are first-class objects that can be dropped altered and secured and different privileges can be assigned to them. This short video highlights that they are account-level objects and cannot be found in the database-level information schema. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook:" [YouTube Link](https://youtube.com/watch?v=LZUeAbn3u8g) 2023-03-07T15:30Z 61.9K followers, [----] engagements "Unveiling the Secrets of Domain 1: COF-C02 Practice Test #02 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-01 (Snowflake Cloud Data Platform Features and Architecture). These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple & medium. This mock test and practice test will help you to identify if your snowpro certification preparation is good enough and your concept is clear to appear for the certification exam. Once you" [YouTube Link](https://youtube.com/watch?v=Lxkje1Pjb4c) 2023-01-05T15:30Z 61.9K followers, 25K engagements "PARSE_DOCUMENT Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn everything you need to know about the PARSE_DOCUMENT and AI_PARSE_DOCUMENT Cortex functions for the Snowflake GenAI Certification Exam (GES-C01) Domain-2. This video covers how to extract text and layout from documents stored in Snowflake stages understand the return data types JSON output structure and key fields like content metadata pages and error information. Youll also learn the difference between OCR mode and Layout mode when to use each one in exam scenarios and how to use" [YouTube Link](https://youtube.com/watch?v=OY9msaT49nA) 2026-01-27T15:30Z 61.9K followers, [---] engagements "Ep-002 How To Save Cost By Changing Default Warehouse Settings #Shorts When creating a virtual warehouse we don't pay enough attention and that may result excessing credit consumption. Watch this short to understand how to save virtual warehouse credit cost. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed" [YouTube Link](https://youtube.com/watch?v=YYXoQ-XG6gc) 2023-03-08T16:30Z 61.9K followers, [----] engagements "Snowflake SnowPro GenAI Exam Domain [--] (12%) Document AI Setup Privileges & Cost Traps This video is a focused deep dive into Domain [--] (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Although Domain-4 contributes only 12% of the total exam weightage it is one of the most predictable and scoring domains if you understand how Snowflake enforces setup privileges and governance for Document AI. Many candidates lose marks in Domain-4 not because the domain is hard but because they assume Document AI works like other Snowflake features. This video is designed" [YouTube Link](https://youtube.com/watch?v=ic2DP-ZxJcw) 2025-12-24T15:30Z 61.9K followers, [---] engagements "Snowflake SnowPro GenAI Exam Domain [--] (26%) Architectural & Conceptual Traps Snowflake SnowPro Speciality: GenAI Domain [--] (Snowflake for GenAI Overview) This video is a deep dive into Domain [--] (Snowflake For GenAI Overview) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 26% of the total exam weightage. In this video youll learn: Why Domain [--] is critical for passing the GenAI exam How Snowflake expects you to think as a GenAI engineer How to study Domain [--] in the right sequence How Snowflake maps structured vs unstructured GenAI use cases Cortex LLM" [YouTube Link](https://youtube.com/watch?v=tZ8GV6ZGowU) 2025-12-16T13:30Z 61.9K followers, [----] engagements "Ep-003 Does Altering Warehouse Cost Snowflake Credits #shorts Does Altering Virtual Warehouse (or Snowflake Name Compute) Cost Something or Nothing. This [--] Second Learning Short will help you answering this ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering" [YouTube Link](https://youtube.com/watch?v=vGzj9x2gC_Q) 2023-03-09T15:30Z 61.9K followers, [----] engagements "Snowflake Cortex Playground Explained MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam If youre preparing for the Snowflake GenAI Certification you cannot afford to ignore Snowflake Cortex Playground. In this complete hands-on walkthrough we explore: How Cortex Playground supports experimentation with enterprise data Why it is important in the GenAI lifecycle How to compare LLM models side-by-side REST API vs SQL API access differences How to use Connect Your Data How Snowflake Cortex Complete works behind the UI What SQL is generated when you submit a prompt Fine-tuned vs foundation" [YouTube Link](https://youtube.com/watch?v=zl7tbyvMK-s) 2026-02-10T15:30Z 61.9K followers, [---] engagements "Complete Snowflake SQL Scripting For Stored Procedure Ch-01 Welcome to our snowflake tutorial series "Snowflake Scripting for Stored Procedure" Dive into the world of Snowflake Scripting where data developers can effortlessly write anonymous blocks or Stored Procedures to tackle a spectrum of use cases from the straightforward to the very complicated ones. This comprehensive playlist serves as your go-to guide offering a deep dive into the intricacies of creating and optimizing Stored Procedures using Snowflake Scripting. Whether you're a beginner seeking foundational knowledge or an" [YouTube Link](https://youtube.com/watch?v=-BhYp0X00P0) 2023-11-28T15:30Z 60.1K followers, 32K engagements "Snowflake Unique Features Chapter-6 Snowflake Hands-on Tutorial This "Snowflake Unique Features" Tutorial (Chapter-6) covers 15+ snowflake cloud data platform key features that make snowflake a very different platform from other cloud data solutions like Databricks RedShift or Google BigQuery. By knowing these snowflake unique features finding the right solution for your data problem is much more easy and cost-effective. Many of us try to solve a problem in a traditional way thinking that snowflake is just another data warehouse solution hosted on a cloud but we are wrong snowflake has many" [YouTube Link](https://youtube.com/watch?v=-MZrCpoAUs0) 2021-09-10T16:00Z 60.3K followers, 103.8K engagements "Tracking Cortex Usage & Cost Monitoring SnowPro GenAI Exam Domain [--] (22%) This video is a deep dive into the Usage and Consumption tracking part of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. Domain [--] carries 22% weightage. In this specific sub-topic Snowflake tests your ability to monitor how much your AI models are actually costing you in terms of credits and tokens. While the syllabus mentions older views the platform has recently consolidated everything into a single high-performance view. Many candidates struggle with this section" [YouTube Link](https://youtube.com/watch?v=-dOqWDvZQeo) 2026-01-06T13:30Z 61.9K followers, [---] engagements "What are views in Snowflake Chapter-21.3 Snowflake Hands-on Tutorial Snowflake views allows data developer to wrap their complex SQL logic (join filter group by etc) and bring simplicity & modularity to their data retrival process to their SQL expressions. This episode is a comprehensive & practical guide with hands-on excercise on snowflake views (Standard Secure & Materialized). It covers basics of snowflake views limitations and best practices. This guide will help you to answer the following questions [--]. 🙋 What are standard secure & materiazlied views in snowflake [--]. 🙋 How to interact" [YouTube Link](https://youtube.com/watch?v=2soTybOZkXY) 2022-06-27T15:30Z 59.8K followers, 32.6K engagements "What Does Snowpark-Optimized Warehouse Cost You Ep-011 #shorts What Does Snowpark-Optimized Warehouse Cost You. Does it cost more or less than standard virtual warehouse. This short video will explain how expensive the virtual warehouse looks like. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflake Disclaimer: All snowflake-related learning materials and" [YouTube Link](https://youtube.com/watch?v=31CP9FMRu2E) 2023-03-23T15:30Z 60.2K followers, [----] engagements "Column Level Security In Snowflake Dynamic Data Masking In Snowflake To safeguard PII (or PHI or Sensitive Information) column-data/fields Snowflake has introduced a schema-level masking policy object. This object allows for column-level security and masking/obfuscation to protect sensitive data. This "Column Level Security (CLS) in Snowflake" video tutorial is a comprehensive guide to help snowflake data developers to understand how it can be achived using policy objects. This tutorial delves beyond SQL syntax and examines all the significant aspects of dynamic data masking facilitating" [YouTube Link](https://youtube.com/watch?v=7YKQuKKcruo) 2024-04-16T15:30Z 61.9K followers, 10.7K engagements "#1 Introduction & History of Snowflake Snowflake Tutorial for Beginners Chapter #1 of the snowflake beginner's tutorial covers the Snowflake introduction & history in detail. Snowflake cloud data warehouse started somewhere in [----] and in the last so many years it has evolved so much and become a mainstream cloud-native data warehouse platform. This chapter #1 has many sections which covers not only the history of snowflake cloud data warehouse but also evolution of cloud data platform and how snowflake support modern data architecture and one platform one copy and many workload concepts." [YouTube Link](https://youtube.com/watch?v=AR88dZG-hwo) 2021-08-14T15:30Z 60.4K followers, 619.5K engagements "08 RBAC & Privileges - Snowflake Virtual Warehouse #costoptimization Learn all about Snowflake Virtual Warehouses and the [--] key different privileges and Role Based Access Control (RBAC) settings in this hands-on video Discover how improper RBAC setting can lead to unexpected cost implications and see live demonstrations of both best practices and potential pitfalls. Perfect for anyone looking to optimize their Snowflake setup for performance and cost-efficiency. Dont miss out on these essential tips for Snowflake architects and admins ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀" [YouTube Link](https://youtube.com/watch?v=DTVxsinuwTA) 2024-11-20T15:30Z 61.9K followers, [---] engagements "Notebook SQL Cell Result Into A Dataframe Snowflake Notebook Tutorial This is a quick tutorial covering how to refer a SQL cell result into a python panda's dataframe as well as snowflake snowpark dataframes. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥ 00:00 Introduction ➥ 00:46 Welcome Note ➥ 01:31 Create Snowflake Notebook ➥ 04:06 SQL Result To Pandas DF ➥ 06:15 Cell Reference & Query" [YouTube Link](https://youtube.com/watch?v=ESCaVYvsVEc) 2024-09-17T15:30Z 61.9K followers, [----] engagements "Snowflake SnowPro GenAI Exam Domain [--] (40%) Pass or Fail Zone (LLM & AI SQL) This video is a deep dive into Domain [--] (Snowflake GenAI & LLM Functions) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 40% of the total exam weightage making it the single most important scoring domain in the exam. Domain-2 is where most candidates struggle not because they dont know the functions but because they choose the wrong GenAI capability for a given scenario. This video is designed to help you avoid exactly those mistakes. In this video youll learn:" [YouTube Link](https://youtube.com/watch?v=GjMvzIAO82g) 2025-12-22T15:30Z 61.9K followers, [---] engagements "02 Snowflake Compute Auto-Resume & Auto-Suspend Properties In this video explore Snowflakes auto-resume and auto-suspend properties essential features for managing compute costs effectively. Learn how auto-resume helps virtual warehouses restart automatically when queries are issued and how auto-suspend reduces costs by pausing idle warehouses. We dive into configuring these settings through Snowsight WebUI showing how they impact performance and cost-efficiency in your Snowflake environment. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers *" [YouTube Link](https://youtube.com/watch?v=LVD3SVMVfAs) 2024-11-12T15:30Z 61.9K followers, [----] engagements "Flatten Function & JSON Data Processing In Snowflake The video "Flatten Function & JSON Data Processing In Snowflake" explains the process of using the "flatten" table function in Snowflake to transform complex JSON array and object data structures into a flat denormalized format that is easier to work with. This entire hands on tutorial will unleash the power of flattening table function to extract and query JSON in Snowflake with real life examples. The video covers the following topics: [--]. How to flatten JSON arrays and objects in Snowflake [--]. The columns returned by the Snowflake flatten" [YouTube Link](https://youtube.com/watch?v=ME1QtZ2xzps) 2023-01-30T15:30Z 60.1K followers, 16.7K engagements "03 How Much Does Snowflake Virtual Warehouse Cost Credit Cost Vs Dollar Cost Curious about Snowflake Virtual Warehouse (compute) pricing This vides tutorial breaks down how Snowflake compute (VWH) costs are calculated focusing on virtual warehouse usage pricing models and tips to optimize costs effectively. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers * - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/" [YouTube Link](https://youtube.com/watch?v=OxPnxNPMiog) 2024-11-13T15:30Z 61.9K followers, [----] engagements "Snowflake Database/Schema/Table & Container Hierarchy Chapter-7 Snowflake Hands-on Tutorial This snowflake tutorial chapter [--] primarily focuses Database Schema Table & Container Hierarchy concept and focuses on hands on exercise with table creation be it standard or external or transient or temporary. It also help with real example of data loading into a table via insert statement or create as select or insert as select or copy command. Alongside standard DDL Creation this chapter also focuses on [--]. Different Data Type while creating tables. [--]. Not Null constraints with field [--]. Case" [YouTube Link](https://youtube.com/watch?v=Pi3z1NyBd-Y) 2021-09-21T15:45Z 59.9K followers, 136.1K engagements "Snowsight - Snowflake Modern Web UI Chapter-5 Snowflake Hands-on Tutorial Snowsight - snowflake Modern Web UI Tutorial (Chapter-5) covers every function & feature of snowsight thin-client. Starting from the worksheet folder filter sharing dashboard and visualisation and many more features are described in detail along with the hands-on guided tour. Snowsight's dashboardis sometimes compared with the Tableau dashboard (Snowsight vs Tableau) or PowerBI dashboard (Snowflake vs PowerBI) as it has a lot of powerful features and also supported sharing capabilities with other stack holderswithin the" [YouTube Link](https://youtube.com/watch?v=T-l_LN_505Q) 2021-09-03T18:00Z 60K followers, 130K engagements "Ep-004 Does USAGE Grant on Warehouse Allow Resume/Suspend #shorts The short video discusses the usage grant privilege on virtual warehouses which allows a role to use the warehouse but not resume or suspend it. Assigning this grant to a role enables them to use the virtual warehouse but they cannot perform these operations without additional privileges. The quick demo provides an example of creating a virtual warehouse with usage privileges for a public role attempting to resume it without success and explaining that usage privileges only enable usage of the compute ✏ Instagram:" [YouTube Link](https://youtube.com/watch?v=UFH8jlqgZE4) 2023-03-10T15:30Z 59.8K followers, [---] engagements "07 Importance Of Resource Monitor On Snowflake Virtual Warehouse #costoptimization Discover the importance of Resource Monitors in Snowflake Virtual Warehouses in this short and focused video 🎯 Learn how to effectively use resource monitors to track and control costs while maintaining performance. Whether youre a Snowflake admin or a data architect this video shows you why resource monitoring is a must-have tool for optimizing your Snowflake usage. Watch now to save costs and maximize efficiency 💡 ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social" [YouTube Link](https://youtube.com/watch?v=_5YLyc3oNBQ) 2024-11-21T15:30Z 61.9K followers, [---] engagements "Snowflake Cortex Guardrails SnowPro GenAI Exam Domain [--] & [--] (40% + 22%) Snowflake Cortex Guardrails looks simple but there are important topic for Snowflake SnowPro GenAI Speciality exam as you need to understand before using it. In this video we walk through how Guardrails works when it comes to Snowflake Cortex functions how it behaves in real queries and what to watch out for especially for certification preparation. This is a very important topic from the Governance area (Domain 3) and you will almost certainly see one or two questions in the exam. It also connects to Domain [--] for" [YouTube Link](https://youtube.com/watch?v=_EXmBAfXLfc) 2026-01-12T15:30Z 61.9K followers, [---] engagements "Processing & Working With JSON Data In Snowflake #01 Querying JSON Data With Snowflake and working with JSON data in snowflake is a very simple process once you understand how different snowflake functions key words and clauses can be used to parse the JSON object and data files. Once JSON is loaded into Snowflake stored inside the stages or tables snowflake has lot of different notations that can help querying the JSON data like any other table This vide will guide how to insert JSON data (or JSON String) into snowflake tables using insert statement and then query them and other limitations" [YouTube Link](https://youtube.com/watch?v=anRWVo6ti1k) 2022-12-13T15:30Z 61.3K followers, 29.3K engagements "Snowflake Cache Concepts Sample Questions SnowPro Certification Mock Certification Questions with Explanation on Snowflake Cache Concept + Quick Summary + Tips Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Guide: https://bit.ly/3kSVOzX 👉 Question Dump: https://bit.ly/2SzcZdK Video Chapter Quick Access Links ----------------------------------------------------------- ❅ 00:00 Section [--] - Important of Cache Subject Area in SnowPro" [YouTube Link](https://youtube.com/watch?v=bNkwPcCcwuk) 2020-09-26T07:15Z 60.2K followers, 20.3K engagements "06 How Multicluster Virtual Warehouse Works in Snowflake Many of us are not sure how multicluster virtual warehouse works in snowflake cloud data warehouse. In this quick and short video we will unlock the power of multi-cluster virtual warehouses in Snowflake and break down the key concepts of concurrency scalability and how Snowflake dynamically manages workloads to maintain peak performance. Youll learn: What a multi-cluster virtual warehouse is and why its essential. How Snowflake handles concurrent queries seamlessly without delays. The difference between single and multi-cluster virtual" [YouTube Link](https://youtube.com/watch?v=cwRg2GqjMWQ) 2024-11-18T15:30Z 61.9K followers, [----] engagements "Snowflake Security Concepts Sample Questions SnowPro Certification Mock Certification Questions with Explanation on Snowflake Security Concept + Quick Summary + Tips SnowPro Guide: https://bit.ly/3kSVOzX SnowPro Practice Test: https://bit.ly/2SzcZdK Video Chapters ------------------------- 00:00 Section [--] - Important of Security Subject Area in SnowPro Certification 01:20 Section [--] - How to navigate different chapters in this security overview video 01:50 Section [--] - My intent to make these certification videos 02:25 Section [--] - Snowflake SnowPro Syllabus for Security Overview 02:58 Section 5" [YouTube Link](https://youtube.com/watch?v=gS-sp4fIU68) 2020-09-18T15:15Z 59.7K followers, 22K engagements "Recursive CTE in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of recursive Common Table Expressions (CTEs) or so called recursive SQLs. Whether youre preparing for a technical interview or working on a real-life data project mastering recursive CTEs can significantly enhance your SQL writing making it more efficient and readable. Well explore how to use recursive CTEs start with simple example to scenario based examples and explain its construct in step-by-step manner using Snowflake cloud data warehouse platform. This tutorial is" [YouTube Link](https://youtube.com/watch?v=g_AG0QKT23g) 2024-10-22T15:30Z 61.9K followers, [----] engagements "Snowflake SnowSQL Full Course Beginner to Expert Step-by-Step Guide Welcome to the SnowSQL Client Master Class In this hands-on series (playlist) youll explore everything about Snowflakes command-line client (so called SnowSQL Client) from setting up your first connection to mastering all the configuration and automation for productivity. Whether youre a complete beginner or looking to strengthen your SnowSQL skills this course offers step-by-step explanations real-world automation scenario and tips to become more efficient. Youll learn how to install configure query manage data and optimize" [YouTube Link](https://youtube.com/watch?v=gcuX7ZYY-ec) 2025-05-01T15:30Z 61.9K followers, [----] engagements "Snowflake Cost Optimization Strategies [--] Tips To Reduce Your Snowflake Costs Snowflake's cost efficiency is always an area of concern for many large enterprises and if you are new to snowflake and worried about cost optimization and wants to handle low hanging fruits without too much of effort this tutorial is for you. In this 25min video we will talks about [--] cost optimization strategies and techniques where most of your snowflake credits leakage happens. By reviewing these [--] areas that are very frequently used in all the snowflake projects you would be able to address lot of credit leakage" [YouTube Link](https://youtube.com/watch?v=kbuv4HHVeSk) 2023-10-31T15:30Z 60.8K followers, [----] engagements "Snowflake Stream & Task Hands On Complete Beginners Tutorial Step By Step Guide Hands-on tutorial to ingest CDC & Delta data using snowflake Stream & Task. This guide also helps you to understand how to ingest data continuously and transform it. Stream/Task Beginner's Guide: https://toppertips.com/snowflake-stream-and-task-handson Video Chapter Quick Access Links ------------------------------------------------------------ 00:00 - Introduction of Stream & Task Beginner's Guide 00:13 - Source Code & SQL Script - Where to find (https://bit.ly/3nQYeAq) 00:39 - Who is this tutorial for 01:20 -" [YouTube Link](https://youtube.com/watch?v=me4chjq0JCQ) 2020-11-23T15:45Z 59.7K followers, 46K engagements "05 Snowpark Optimized Virtual Warehouse In Snowflake #costoptimization Are you a Snowflake developer or data enthusiast wondering when to optimize your virtual warehouse for Snowpark workloads In this video I dive into Snowpark Optimization for virtual warehouses explaining: - What Snowpark optimization is and how it works - Key scenarios where its beneficial - Situations where it may not be the right fit Whether youre looking to improve performance or reduce costs this video provides practical insights and examples to help you make informed decisions. ✅ https://youtu.be/PJi0tVI4Jdk - Watch" [YouTube Link](https://youtube.com/watch?v=n4MK5AHpAEs) 2024-11-15T15:30Z 61.9K followers, [---] engagements "Ep-006 Why Developer Must Have Monitor Privilege On Warehouse #shorts Why Developer Must Have Monitor Privileges on Virtual Warehouse ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering #clouddatawarehouse Disclaimer: All snowflake-related learning materials and tutorial" [YouTube Link](https://youtube.com/watch?v=nhcwJJcEyZ8) 2023-03-13T15:30Z 59.8K followers, [----] engagements "01 Type of Virtual Warehouses (Compute) In Snowflake Snowflake Tutorial With Examples This hands-on guide explores the different types of virtual warehouses (compute) in Snowflake focusing on user-defined and serverless configurations. Using Snowflakes Snowsight WebUI youll learn how to configure and manage virtual warehouses optimize performance and understand the benefits of each type for your data processing needs. Perfect for Snowflake users looking to deepen their understanding of compute environments. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified -" [YouTube Link](https://youtube.com/watch?v=o_b0YKAEaFE) 2024-11-11T15:30Z 61.9K followers, [----] engagements "Role Grants & Role Hierarchy In Snowflake Chapter-20 Snowflake Hands-on Tutorial Role Grants & Role Hierarchy in snowflakes is such an important topic and every snowflake engineer must understand it. This episode is a comprehensive & practical guide with hands-onto demonstratetoyou how role role hierarchy default role & secondary role work in snowflake. This guide will help you to answer the following questions [--]. How RBAC & DAC work in snowflake [--]. How many default roles are there in snowflake [--]. How to setup role hierarchy in snowflake [--]. Most powreful role in snowflake [--]. What is the" [YouTube Link](https://youtube.com/watch?v=pZQXK7qO0iY) 2022-03-22T16:30Z 59.7K followers, 52.8K engagements "How Cortex Analyst Charges: LLM vs. Virtual Warehouse SnowPro GenAI Exam Domain [--] (22%) This video provides a technical deep dive into Cortex Analyst Cost Monitoring a critical sub-topic of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. While the official syllabus provides general guidelines on tracking consumption it doesn't explicitly detail the "dual-cost" nature of Cortex Analyst. In this video we break down the conceptual and practical knowledge you need to handle tricky exam questions regarding service charges. What you will learn in this" [YouTube Link](https://youtube.com/watch?v=q11XUbFeQ-0) 2026-01-08T15:30Z 61.9K followers, [---] engagements "Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE SnowPro GenAI Exam Domain [--] (22%) This video is a critical continuation of our Domain [--] (Governance) series for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive we compare the Legacy views found in many study materials against the New consolidated views you will see in your [----] Snowflake instances. We look at an older Snowflake instance to see what" [YouTube Link](https://youtube.com/watch?v=q2pHVRLlnik) 2026-01-07T15:30Z 61.9K followers, [---] engagements "04 Snowflake Virtual Warehouse 60-Second Billing Cycle #costoptimization Learn how Snowflakes unique billing model optimizes costs with an initial 60-second billing cycle. In this video we break down how compute costs are calculated why the first minute matters and how understanding this concept can help you save on your Snowflake warehouse usage. Perfect for Snowflake beginners https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀 https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/" [YouTube Link](https://youtube.com/watch?v=qBCibNEEEJA) 2024-11-14T15:30Z 61.9K followers, [---] engagements "End To End Data Engineering Project Using Snowflake Real Cricket Analytics Use Case 🏏 Dive into the world of one day international (ODI) cricket data with my latest data engineering project where we've built a comprehensive end to end data engineering solution using Snowflake. This video covers everything from design considerations to the intricacies of data flow and database layer/table architecture. 🔍 Design Considerations: Learn about the key decisions made in designing the data modelling and the overall project architecture. 🌐 Data Flow: From data loading and curation to transformation" [YouTube Link](https://youtube.com/watch?v=qDmqE89DSQQ) 2023-11-21T15:30Z 60.8K followers, 88.4K engagements "10 Snowflake Virtual Warehouse Cost Management Monitoring #costoptimization In this quick video learn how to navigate the Virtual Warehouse Cost Management screen in Snowflake and easily check your virtual warehouse costs. 🧾💻 Whether youre tracking usage or optimizing expenses this step-by-step guide will help you manage your Snowflake resources effectively. Perfect for admins and architects looking to stay on top of their Snowflake cost control ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀" [YouTube Link](https://youtube.com/watch?v=qc3UpSftb0M) 2024-11-23T15:30Z 61.9K followers, [---] engagements "#09 Snowpark Vs. Apache Spark Will Spark Survive In this episode we'll explore the current issues with Apache Spark a powerful and widely used data processing framework. We'll also discuss how Snowflake/Snowpark is gaining popularity in the market with its feature-rich cloud data warehouse platform. While Apache Spark is known for its capabilities it can be challenging to work with leading businesses to consider whether they should stick with Spark or evaluate Snowflake/Snowpark for future data development. Snowflake/Snowpark offers additional business-ready features like time travel and data" [YouTube Link](https://youtube.com/watch?v=tbpi5HjznYA) 2023-06-27T15:30Z 60.3K followers, [----] engagements "Data Lineage In Snowflake Using Snowsight This video will cover Snowflake Data Lineage in Snowsight a new feature that is released recently. This hands on video tutorial explores ➡ Where to go and see the lineage detail in snowsight. ➡ How to find downstream and upstream lineage. ➡ How to check column level lineage ➡ Limitation of the snowflake data lineage feature. and how this data lineage feature can be used perform impact analysis monitoring troubleshooting and compliance related items. 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀" [YouTube Link](https://youtube.com/watch?v=uu7dS0tiJbw) 2024-11-28T15:30Z 61.9K followers, 12.1K engagements "Snowflake SnowPro Core Certification - Complete Guide Syllabus Exam Complexity Study Material In this comprehensive video tutorial on Snowflake SnowPro Core Certification we'll understand the entire syllabus of the SnowPro Core Certification break down the exam's complexity and provide you with a detailed study guide to ensure you're well-prepared for success. I'll share tips at the end of the every chapter to tackle exam logistics and remember crucial points before and during the test. Let's ace that SnowPro Core exam together 🚀🚀 Important Links ✏ Instagram:" [YouTube Link](https://youtube.com/watch?v=uwegs9PQewc) 2023-08-22T15:30Z 60K followers, 42.5K engagements "Loading Data Into Snowflake Upload CSV/GZIP & Large Files Ch-01 Snowflake Data Loading Tutorial Snowflake has many ways to load data be it CSV or other file formats (json or parquet etc). How to load CSV data into snowflake is a common question across the data developer community. Since snowflake is a cloud native data platform it does not have any connector which allows a data developer to load data and that's why we all must know different approaches to load data. This episode is a comprehensive & practical guide with hands-on excercise to learn how to load data into snowflake using classic" [YouTube Link](https://youtube.com/watch?v=ygZ04M2YcKs) 2022-10-10T15:30Z 60.4K followers, 46.4K engagements "Snowflake SnowPro GenAI Domain [--] (22%) What to Study & Exam Questions This video is a complete deep dive into Domain [--] (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Domain-3 carries 22% weightage which translates to [---] questions in the real exam. These questions are not standalone Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions making this one of the most confusing and high-risk domains. Many candidates fail Domain-3 not because the concepts are difficult but because: access" [YouTube Link](https://youtube.com/watch?v=zuZvH113Fbg) 2025-12-23T15:30Z 61.9K followers, [---] engagements "Snowflake Bring Your Own Model (BYOM) Explained MCQs & Scenarios Crack SnowPro GenAI GES-C01 In this video youll learn how Bring Your Own Model (BYOM) works in Snowflake and how external models from Hugging Face can be deployed using Snowpark Container Services. We break down: How to import a Hugging Face model into Snowflake What truly makes a model deployed Where models are registered (Snowflake Model Registry) What compute is actually required (Compute Pool with GPU support) Common certification-style MCQs and tricky scenario-based questions Youll also clearly understand the difference" [YouTube Link](https://youtube.com/watch?v=L4pFsGMWVgM) 2026-02-12T15:30Z 61.9K followers, [---] engagements "Snowflake Cortex Playground Explained MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam If youre preparing for the Snowflake GenAI Certification you cannot afford to ignore Snowflake Cortex Playground. In this complete hands-on walkthrough we explore: How Cortex Playground supports experimentation with enterprise data Why it is important in the GenAI lifecycle How to compare LLM models side-by-side REST API vs SQL API access differences How to use Connect Your Data How Snowflake Cortex Complete works behind the UI What SQL is generated when you submit a prompt Fine-tuned vs foundation" [YouTube Link](https://youtube.com/watch?v=zl7tbyvMK-s) 2026-02-10T15:30Z 61.9K followers, [---] engagements "Embedding & Vector Function Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn how embedding and vector similarity functions work in Snowflake Cloud Data Platform. We explore how text and images are converted into vector representations how similarity is measured and how these concepts apply to semantic search and RAG-based systems. Youll also understand how to choose the right embedding type and similarity function for different use cases especially in certification-style scenarios. If youre preparing for the Snowflake GenAI Certification (GES-C01)" [YouTube Link](https://youtube.com/watch?v=bU8No-DATMw) 2026-02-05T15:30Z 61.9K followers, [---] engagements "AI-SQL HELPER FUNCTIONS Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this short and focused session youll learn how Snowflakes AI-SQL Helper functions all explained visually with real examples (and exam tips) so you dont have to memorize documentation. This topic (AI SQL Functions in Snowflake) carries significant exam weightage and often appears in combined and tricky MCQs where understanding behavior and purpose matters more than syntax. By watching this video youll clearly understand how these helper features fit into real-world workflows and how to quickly" [YouTube Link](https://youtube.com/watch?v=6XMI0PWdnPI) 2026-02-03T15:30Z 61.9K followers, [---] engagements "Task-Specific AI SQL You Must Know for the Exam Pass the Snowflake GenAI Certification Faster In this video youll learn why Task-Specific AI functions in Snowflake Cortex are important and how to use them correctly for real-world scenarios and certification exams. We cover key functions like AI Classify AI Extract AI Summarize and AI Translate explaining their purpose input parameters limitations and when to use each one. Youll also see practical examples that help you avoid common mistakes in scenario-based questions. This video is ideal for anyone preparing for the Snowflake GenAI" [YouTube Link](https://youtube.com/watch?v=DBZPGUppmro) 2026-01-29T15:30Z 61.9K followers, [---] engagements "PARSE_DOCUMENT Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn everything you need to know about the PARSE_DOCUMENT and AI_PARSE_DOCUMENT Cortex functions for the Snowflake GenAI Certification Exam (GES-C01) Domain-2. This video covers how to extract text and layout from documents stored in Snowflake stages understand the return data types JSON output structure and key fields like content metadata pages and error information. Youll also learn the difference between OCR mode and Layout mode when to use each one in exam scenarios and how to use" [YouTube Link](https://youtube.com/watch?v=OY9msaT49nA) 2026-01-27T15:30Z 61.9K followers, [---] engagements "Structured Output & JSON Schema Traps SnowPro GenAI Exam Domain [--] (40%) Unlock deterministic responses in your AI pipelines with Cortex Structured Output. This tutorial is a deep dive into Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam which carries a massive 40% weightage. Learn how to force your Large Language Models (LLMs) to conform to a specific JSON schema ensuring your downstream applications never fail due to inconsistent data. We compare the implementation across both COMPLETE and AI_COMPLETE and look at the real-world error" [YouTube Link](https://youtube.com/watch?v=V55rC5vip64) 2026-01-15T15:30Z 61.9K followers, [---] engagements "COMPLETE Cortex Function + AI_COMPLETE() Deep Dive Tutorials SnowPro GenAI Exam Domain [--] (40%) Unlock the power of the Cortex COMPLETE and the new AI_COMPLETE functions in this deep-dive tutorial. This video is specifically designed for Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. We go beyond the basics to explain the differences between the legacy and modern versions exploring exactly how model choice affects cost speed and accuracy. Complete domain-wise playlist covering: -------------------------------------------------------------- Complete" [YouTube Link](https://youtube.com/watch?v=pTWLM7F9NpU) 2026-01-13T15:30Z 61.9K followers, [---] engagements "Snowflake Cortex Guardrails SnowPro GenAI Exam Domain [--] & [--] (40% + 22%) Snowflake Cortex Guardrails looks simple but there are important topic for Snowflake SnowPro GenAI Speciality exam as you need to understand before using it. In this video we walk through how Guardrails works when it comes to Snowflake Cortex functions how it behaves in real queries and what to watch out for especially for certification preparation. This is a very important topic from the Governance area (Domain 3) and you will almost certainly see one or two questions in the exam. It also connects to Domain [--] for" [YouTube Link](https://youtube.com/watch?v=_EXmBAfXLfc) 2026-01-12T15:30Z 61.9K followers, [---] engagements "AI Sentiment Entities & Syntax Traps SnowPro GenAI Exam Domain [--] (40%) This video is a comprehensive tutorial on the Cortex AI Sentiment function a core part of Domain [--] (LLM Functions & AI SQL) for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. While simple on the surface the sentiment function has multiple distinct versions and several hidden limitations that Snowflake frequently tests. We move beyond the basic documentation to show you exactly how these functions behave in real-world scenarios and where candidates usually lose points. What you will learn (that the docs don't" [YouTube Link](https://youtube.com/watch?v=iqSlgqzNc70) 2026-01-09T15:30Z 61.9K followers, [---] engagements "How Cortex Analyst Charges: LLM vs. Virtual Warehouse SnowPro GenAI Exam Domain [--] (22%) This video provides a technical deep dive into Cortex Analyst Cost Monitoring a critical sub-topic of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. While the official syllabus provides general guidelines on tracking consumption it doesn't explicitly detail the "dual-cost" nature of Cortex Analyst. In this video we break down the conceptual and practical knowledge you need to handle tricky exam questions regarding service charges. What you will learn in this" [YouTube Link](https://youtube.com/watch?v=q11XUbFeQ-0) 2026-01-08T15:30Z 61.9K followers, [---] engagements "Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE SnowPro GenAI Exam Domain [--] (22%) This video is a critical continuation of our Domain [--] (Governance) series for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive we compare the Legacy views found in many study materials against the New consolidated views you will see in your [----] Snowflake instances. We look at an older Snowflake instance to see what" [YouTube Link](https://youtube.com/watch?v=q2pHVRLlnik) 2026-01-07T15:30Z 61.9K followers, [---] engagements "Tracking Cortex Usage & Cost Monitoring SnowPro GenAI Exam Domain [--] (22%) This video is a deep dive into the Usage and Consumption tracking part of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. Domain [--] carries 22% weightage. In this specific sub-topic Snowflake tests your ability to monitor how much your AI models are actually costing you in terms of credits and tokens. While the syllabus mentions older views the platform has recently consolidated everything into a single high-performance view. Many candidates struggle with this section" [YouTube Link](https://youtube.com/watch?v=-dOqWDvZQeo) 2026-01-06T13:30Z 61.9K followers, [---] engagements "Snowflake SnowPro GenAI Exam Domain [--] (12%) Document AI Setup Privileges & Cost Traps This video is a focused deep dive into Domain [--] (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Although Domain-4 contributes only 12% of the total exam weightage it is one of the most predictable and scoring domains if you understand how Snowflake enforces setup privileges and governance for Document AI. Many candidates lose marks in Domain-4 not because the domain is hard but because they assume Document AI works like other Snowflake features. This video is designed" [YouTube Link](https://youtube.com/watch?v=ic2DP-ZxJcw) 2025-12-24T15:30Z 61.9K followers, [---] engagements "Snowflake SnowPro GenAI Domain [--] (22%) What to Study & Exam Questions This video is a complete deep dive into Domain [--] (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Domain-3 carries 22% weightage which translates to [---] questions in the real exam. These questions are not standalone Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions making this one of the most confusing and high-risk domains. Many candidates fail Domain-3 not because the concepts are difficult but because: access" [YouTube Link](https://youtube.com/watch?v=zuZvH113Fbg) 2025-12-23T15:30Z 61.9K followers, [---] engagements "Snowflake SnowPro GenAI Exam Domain [--] (40%) Pass or Fail Zone (LLM & AI SQL) This video is a deep dive into Domain [--] (Snowflake GenAI & LLM Functions) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 40% of the total exam weightage making it the single most important scoring domain in the exam. Domain-2 is where most candidates struggle not because they dont know the functions but because they choose the wrong GenAI capability for a given scenario. This video is designed to help you avoid exactly those mistakes. In this video youll learn:" [YouTube Link](https://youtube.com/watch?v=GjMvzIAO82g) 2025-12-22T15:30Z 61.9K followers, [---] engagements "Snowflake SnowPro GenAI Exam Domain [--] (26%) Architectural & Conceptual Traps Snowflake SnowPro Speciality: GenAI Domain [--] (Snowflake for GenAI Overview) This video is a deep dive into Domain [--] (Snowflake For GenAI Overview) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 26% of the total exam weightage. In this video youll learn: Why Domain [--] is critical for passing the GenAI exam How Snowflake expects you to think as a GenAI engineer How to study Domain [--] in the right sequence How Snowflake maps structured vs unstructured GenAI use cases Cortex LLM" [YouTube Link](https://youtube.com/watch?v=tZ8GV6ZGowU) 2025-12-16T13:30Z 61.9K followers, [----] engagements "Snowflake SnowPro GenAI Exam 10-Day Prep Guide (What to Study & What to Skip) Preparing for the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam This video explains how the exam is structured what Snowflake actually tests across domains and how to prepare using a focused 10-day study plan based on real exam patterns and common candidate mistakes. ⚠ This is NOT a Snowflake basics tutorial. It is a certification-focused strategy guide covering only the GenAI topics that appear in the exam including Cortex features LLM & AISQL functions vector search Document AI governance and" [YouTube Link](https://youtube.com/watch?v=9HsQX_vigYM) 2025-11-27T15:30Z 61.9K followers, [----] engagements "Configuring SnowSQL On Windows Machine Ch-03 In Chapter [--] of the SnowSQL Master Class Playlist learn how to locate the configuration file on a Windows machine and use it to define connection parameters for both default and named connections to Snowflake. This setup enables seamless access to multiple environmentsdev QA and production. The hands-on session also covers best practices and the risks of storing passwords in plain text. A must-watch for all Data Engineers and Snowflake DBAs aiming for secure and efficient CLI usage. 🚀🚀 Snowflake SnowSQL Full Course Playlist 🚀🚀 ✅ Ch-01" [YouTube Link](https://youtube.com/watch?v=hTEOiARl51E) 2025-05-13T15:30Z 61.9K followers, [----] engagements "Install SnowSQL In Windows System Complete Hands-on Guide Ch-02 Welcome to the SnowSQL Client Master Class chapter-02 "Snowflake SnowSQL Installation On Windows OS". This video will walk you through everything you needfrom downloading SnowSQL and verifying the installation to connecting with command-line parameters. Well also cover how to troubleshoot common login and access errors and how to check the login audit table in Snowflake for deeper insights. Whether youre a beginner or need a quick refresher this step-by-step guide will help you get up and running with SnowSQL confidently. This" [YouTube Link](https://youtube.com/watch?v=n69CH2DOGMc) 2025-05-06T15:30Z 61.9K followers, [----] engagements "Snowflake SnowSQL Full Course Beginner to Expert Step-by-Step Guide Welcome to the SnowSQL Client Master Class In this hands-on series (playlist) youll explore everything about Snowflakes command-line client (so called SnowSQL Client) from setting up your first connection to mastering all the configuration and automation for productivity. Whether youre a complete beginner or looking to strengthen your SnowSQL skills this course offers step-by-step explanations real-world automation scenario and tips to become more efficient. Youll learn how to install configure query manage data and optimize" [YouTube Link](https://youtube.com/watch?v=gcuX7ZYY-ec) 2025-05-01T15:30Z 61.9K followers, [----] engagements "Snowflake Secrets: Import Excel Files Without CSV Hassles Excel is everywhereand if youre struggling to load Excel files into Snowflake tables directly and spending hours doing it manually youre not alone. In this video Ill show you exactly how to automate loading Excel data directly into a Snowflake table from your stage location whether the file is small or large. This simple approach can save you tons of data ingestion time and reduce data errors making your workflows faster cleaner and much more reliable. Whether youre working on small projects or enterprise-level pipelines this tutorial" [YouTube Link](https://youtube.com/watch?v=s2AGcGvhTKA) 2025-04-29T16:01Z 61.9K followers, [----] engagements "Complete Guide On Snowflake Metrics - Observability Feature In Snowflake Discover everything you need to know about Metrics a great observability feature added into the Snowflake toolkit. This comprehensive hands on guide will teach you how to enable the metrics in snowflake for your functions and stored procedures. This hands on tutorial covers metrics observability features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills 🚀🚀 Data" [YouTube Link](https://youtube.com/watch?v=UtzFeVw4ejM) 2025-01-14T15:30Z 61.9K followers, [----] engagements "Trace Events - Observability Feature In Snowflake Discover everything you need to know about Trace Events a powerful observability feature added into the Snowflake toolkit. This comprehensive 40-minute hands on guide will teach you how to create and use trace events with detailed examples including stored procedures written in SQL and Python scripting language. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights" [YouTube Link](https://youtube.com/watch?v=Z2wmkX3NvnA) 2025-01-09T15:30Z 61.9K followers, [----] engagements "Snowflake Event Tables Complete Guide Snowflake Observability & Logging Feature Discover everything you need to know about Event Tables in Snowflake in this comprehensive 50-minute hands on guide Learn how to create and use event tables with detailed examples including stored procedures written in SQL Python Java Scala and JavaScript. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills This" [YouTube Link](https://youtube.com/watch?v=Ued2XNTGM7c) 2025-01-02T15:30Z 61.9K followers, [----] engagements "SWIGGY Data Pipeline End To End Data Engineering Project In Snowflake Discover 🔍 how food aggregators and quick-commerce platforms like Swiggy leverage the Snowflake to power their data pipelines This hands-on 🛠 tutorial starts with a high-level food order process flow explores the OLTP source ER diagram for data analysis and explains the 3-layer data warehouse architecture. Watch as we transform data flow requirements into implementation create fact and dimension tables and build an interactive Streamlit dashboard. Perfect for beginners or those curious about executing end-to-end data" [YouTube Link](https://youtube.com/watch?v=IktHL33Wgug) 2024-12-12T15:30Z 61.9K followers, 62.6K engagements "Data Lineage In Snowflake Using Snowsight This video will cover Snowflake Data Lineage in Snowsight a new feature that is released recently. This hands on video tutorial explores ➡ Where to go and see the lineage detail in snowsight. ➡ How to find downstream and upstream lineage. ➡ How to check column level lineage ➡ Limitation of the snowflake data lineage feature. and how this data lineage feature can be used perform impact analysis monitoring troubleshooting and compliance related items. 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀" [YouTube Link](https://youtube.com/watch?v=uu7dS0tiJbw) 2024-11-28T15:30Z 61.9K followers, 12.1K engagements "10 Snowflake Virtual Warehouse Cost Management Monitoring #costoptimization In this quick video learn how to navigate the Virtual Warehouse Cost Management screen in Snowflake and easily check your virtual warehouse costs. 🧾💻 Whether youre tracking usage or optimizing expenses this step-by-step guide will help you manage your Snowflake resources effectively. Perfect for admins and architects looking to stay on top of their Snowflake cost control ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀" [YouTube Link](https://youtube.com/watch?v=qc3UpSftb0M) 2024-11-23T15:30Z 61.9K followers, [---] engagements "07 Importance Of Resource Monitor On Snowflake Virtual Warehouse #costoptimization Discover the importance of Resource Monitors in Snowflake Virtual Warehouses in this short and focused video 🎯 Learn how to effectively use resource monitors to track and control costs while maintaining performance. Whether youre a Snowflake admin or a data architect this video shows you why resource monitoring is a must-have tool for optimizing your Snowflake usage. Watch now to save costs and maximize efficiency 💡 ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social" [YouTube Link](https://youtube.com/watch?v=_5YLyc3oNBQ) 2024-11-21T15:30Z 61.9K followers, [---] engagements "08 RBAC & Privileges - Snowflake Virtual Warehouse #costoptimization Learn all about Snowflake Virtual Warehouses and the [--] key different privileges and Role Based Access Control (RBAC) settings in this hands-on video Discover how improper RBAC setting can lead to unexpected cost implications and see live demonstrations of both best practices and potential pitfalls. Perfect for anyone looking to optimize their Snowflake setup for performance and cost-efficiency. Dont miss out on these essential tips for Snowflake architects and admins ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀" [YouTube Link](https://youtube.com/watch?v=DTVxsinuwTA) 2024-11-20T15:30Z 61.9K followers, [---] engagements "06 How Multicluster Virtual Warehouse Works in Snowflake Many of us are not sure how multicluster virtual warehouse works in snowflake cloud data warehouse. In this quick and short video we will unlock the power of multi-cluster virtual warehouses in Snowflake and break down the key concepts of concurrency scalability and how Snowflake dynamically manages workloads to maintain peak performance. Youll learn: What a multi-cluster virtual warehouse is and why its essential. How Snowflake handles concurrent queries seamlessly without delays. The difference between single and multi-cluster virtual" [YouTube Link](https://youtube.com/watch?v=cwRg2GqjMWQ) 2024-11-18T15:30Z 61.9K followers, [----] engagements "05 Snowpark Optimized Virtual Warehouse In Snowflake #costoptimization Are you a Snowflake developer or data enthusiast wondering when to optimize your virtual warehouse for Snowpark workloads In this video I dive into Snowpark Optimization for virtual warehouses explaining: - What Snowpark optimization is and how it works - Key scenarios where its beneficial - Situations where it may not be the right fit Whether youre looking to improve performance or reduce costs this video provides practical insights and examples to help you make informed decisions. ✅ https://youtu.be/PJi0tVI4Jdk - Watch" [YouTube Link](https://youtube.com/watch?v=n4MK5AHpAEs) 2024-11-15T15:30Z 61.9K followers, [---] engagements "04 Snowflake Virtual Warehouse 60-Second Billing Cycle #costoptimization Learn how Snowflakes unique billing model optimizes costs with an initial 60-second billing cycle. In this video we break down how compute costs are calculated why the first minute matters and how understanding this concept can help you save on your Snowflake warehouse usage. Perfect for Snowflake beginners https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀 https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/" [YouTube Link](https://youtube.com/watch?v=qBCibNEEEJA) 2024-11-14T15:30Z 61.9K followers, [---] engagements "03 How Much Does Snowflake Virtual Warehouse Cost Credit Cost Vs Dollar Cost Curious about Snowflake Virtual Warehouse (compute) pricing This vides tutorial breaks down how Snowflake compute (VWH) costs are calculated focusing on virtual warehouse usage pricing models and tips to optimize costs effectively. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers * - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/" [YouTube Link](https://youtube.com/watch?v=OxPnxNPMiog) 2024-11-13T15:30Z 61.9K followers, [----] engagements "02 Snowflake Compute Auto-Resume & Auto-Suspend Properties In this video explore Snowflakes auto-resume and auto-suspend properties essential features for managing compute costs effectively. Learn how auto-resume helps virtual warehouses restart automatically when queries are issued and how auto-suspend reduces costs by pausing idle warehouses. We dive into configuring these settings through Snowsight WebUI showing how they impact performance and cost-efficiency in your Snowflake environment. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers *" [YouTube Link](https://youtube.com/watch?v=LVD3SVMVfAs) 2024-11-12T15:30Z 61.9K followers, [----] engagements "01 Type of Virtual Warehouses (Compute) In Snowflake Snowflake Tutorial With Examples This hands-on guide explores the different types of virtual warehouses (compute) in Snowflake focusing on user-defined and serverless configurations. Using Snowflakes Snowsight WebUI youll learn how to configure and manage virtual warehouses optimize performance and understand the benefits of each type for your data processing needs. Perfect for Snowflake users looking to deepen their understanding of compute environments. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified -" [YouTube Link](https://youtube.com/watch?v=o_b0YKAEaFE) 2024-11-11T15:30Z 61.9K followers, [----] engagements "Recursive CTE in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of recursive Common Table Expressions (CTEs) or so called recursive SQLs. Whether youre preparing for a technical interview or working on a real-life data project mastering recursive CTEs can significantly enhance your SQL writing making it more efficient and readable. Well explore how to use recursive CTEs start with simple example to scenario based examples and explain its construct in step-by-step manner using Snowflake cloud data warehouse platform. This tutorial is" [YouTube Link](https://youtube.com/watch?v=g_AG0QKT23g) 2024-10-22T15:30Z 61.9K followers, [----] engagements "Common Table Expression in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of the WITH clause commonly known as Common Table Expressions (CTEs). Whether youre preparing for a technical interview or working on a real-life data project mastering CTEs can make your SQL writing more efficient and readable. Well explore how to use CTEs with real sales order data step-by-step using Snowflake worksheets. This tutorial is beginner-friendly and packed with practical examples you can apply in your daily SQL tasks. Lets unlock the magic of CTEs" [YouTube Link](https://youtube.com/watch?v=qGx0TISr8Q8) 2024-10-08T15:30Z 61.9K followers, [----] engagements "Notebook SQL Cell Result Into A Dataframe Snowflake Notebook Tutorial This is a quick tutorial covering how to refer a SQL cell result into a python panda's dataframe as well as snowflake snowpark dataframes. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥ 00:00 Introduction ➥ 00:46 Welcome Note ➥ 01:31 Create Snowflake Notebook ➥ 04:06 SQL Result To Pandas DF ➥ 06:15 Cell Reference & Query" [YouTube Link](https://youtube.com/watch?v=ESCaVYvsVEc) 2024-09-17T15:30Z 61.9K followers, [----] engagements "Getting Started With Git Snowflake Notebook Integration Learn how to easily connect Snowflake Notebooks with Git/GitHub in this step-by-step video. Ill show you how to set up a Git repository inside Snowflake bring in notebooks from your repo and perform basic Git tasks like pulling updates and pushing changes. Youll also see the SQL commands gets executed via query history and if they are metadata operations or need compute cost. This vitual and hands-on tutorial is a perfect for anyone looking to ehnance their work and keep everything in sync while working with snowflake notebooks. 🚀🚀" [YouTube Link](https://youtube.com/watch?v=NYrAOn4Dcy0) 2024-09-10T15:30Z 61.9K followers, [----] engagements "Snowflake Notebooks This comprehensive video tutorial on Snowflake Notebooks provides a step-by-step guide on creating a notebook and how this new interactive development environment helps data engineers to write SQL/Python scripts markdown and Snowpark/Streamlit code under one place and perform data exploration and data visualization activities. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥" [YouTube Link](https://youtube.com/watch?v=B6MOA846qGc) 2024-09-03T15:30Z 61.9K followers, [----] engagements "Snowflake GitLab Integration Complete Hands-On Snowflake Tutorial This comprehensive video tutorial on Snowflake and GitLab integration provides a step-by-step guide on creating a GitLab/Git repository internal stage object within Snowflake. Whether you're working with private or public repositories this tutorial will show you how to seamlessly access and manage database script files directly within Snowflake. This Snowflake Git (GitLab) integration tutorial covers every SQL command applicable to a Git Repository Internal Stage object and demonstrates how to share access with other Snowflake" [YouTube Link](https://youtube.com/watch?v=w1OJxe8x5S8) 2024-08-20T15:30Z 61.9K followers, [----] engagements "Snowflake BitBucket Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake and BitBucket (Atlassian) integration tutorial demonstrates how to create a BitBucket/Git repository object within Snowflake for both private and public repositories enabling seamless access to database script files within Snowflake. In this Snowflake (Integration) tutorial youll learn about each SQL command that can be used on a Git Repository Stage object as well as how to share access with other Snowflake roles using the RBAC feature. The video also covers executing SQL scripts creating" [YouTube Link](https://youtube.com/watch?v=nT3Xm4xtqsg) 2024-08-13T15:30Z 61.9K followers, [----] engagements "Snowflake GitHub Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake Git/GitHub integration demonstrates how to create a Git repository object within Snowflake for both private and public repositories allowing seamless access to database script files within Snowflake. This Snowflake tutorial explains each SQL command that can be used on a Git Repository Stage object and how to share access with other Snowflake roles using the RBAC feature. The video tutorial also covers executing SQL scripts and creating a Python-based stored procedure by referencing a GitHub" [YouTube Link](https://youtube.com/watch?v=ObDriYI_dME) 2024-08-06T15:30Z 61.9K followers, 10.3K engagements "10 Tips To Reduce & Manage Snowflake Virtual Warehoue Cost Efficiently While working with Snowflake virtual warehouses (compute resources) dominate overall snowflake platform cost. It is crucial to understand various warehouse-level parameters and additional objects (like Resource Monitor) to help your Snowflake platform team and projects manage its costs effectively. This video covers the most commonly ignored parameters and concepts enabling you to design a very cost-efficient Snowflake environment and run your platform more effectively. 🚀🚀 Data Engineering Simplified - Social Links" [YouTube Link](https://youtube.com/watch?v=PJi0tVI4Jdk) 2024-08-01T15:30Z 61.9K followers, [----] engagements "Masking JSON Data Using Dynamic Data Masking Possible Part-05 Securing and masking standard data types with dynamic data masking is straightforward using simple policy objects. However applying masking policies to variant data types that contain JSON documents can be more complex. This video addresses these challenges and explains how to mask sensitive data within JSON documents. Youll learn how to apply both single and multiple attribute masking to variant data types within a table. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level" [YouTube Link](https://youtube.com/watch?v=0gLzjbfsqDM) 2024-07-09T15:30Z 61.9K followers, [----] engagements "Snowflake Views & Column Level Security Applicability Part-04 Snowflake supports four types of views and in this video we'll find out if these views support column-level security (Dynamic Data Masking). We'll learn how to use dynamic masking for views and protect sensitive information in Snowflake. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level security in Snowflake views. Once you complete this visual guided tour you would be able to understand and answer following questions [--]. Do all kind of view support column level security" [YouTube Link](https://youtube.com/watch?v=pTYRLtsO8mw) 2024-06-04T15:30Z 61.9K followers, [----] engagements "Tag Based Dynamic Data Masking In Snowflake Part-03 Tab Based Dynamic Data Masking is Snowflake's powerful feature to apply masking at scale and reduce the policy deployment cost. In this hands on guide we will learn how to create tag objects and how to set the policy on multiple column by associating the masking policy to a tag including limitation of tag based masking policy. This tutorial goes beyond SQL syntax and focuses all all the important aspects of tab based dynamic data masking concepts facilitating column-level security in the Snowflake cloud data warehouse platform. Once you" [YouTube Link](https://youtube.com/watch?v=80l8943gGk0) 2024-05-07T15:30Z 61.9K followers, [----] engagements "What Is Conditional Dynamic Data Masking In Snowflake Part-02 We're all familiar with the Dynamic Data Masking policy but there's another crucial feature in Snowflake that enables the masking of sensitive table data based on certain conditions. Therefore the focus of this chapter is on how to develop and implement conditional data masking associating it with a table column. In this short tutorial we'll cover everything about conditional data masking. This tutorial goes beyond SQL syntax and focuses all all the important aspects of conditional dynamic data masking concepts facilitating" [YouTube Link](https://youtube.com/watch?v=l5zZPSsWTkQ) 2024-04-30T15:30Z 61.9K followers, [----] engagements "Column Level Security In Snowflake Dynamic Data Masking In Snowflake To safeguard PII (or PHI or Sensitive Information) column-data/fields Snowflake has introduced a schema-level masking policy object. This object allows for column-level security and masking/obfuscation to protect sensitive data. This "Column Level Security (CLS) in Snowflake" video tutorial is a comprehensive guide to help snowflake data developers to understand how it can be achived using policy objects. This tutorial delves beyond SQL syntax and examines all the significant aspects of dynamic data masking facilitating" [YouTube Link](https://youtube.com/watch?v=7YKQuKKcruo) 2024-04-16T15:30Z 61.9K followers, 10.7K engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@dataengineering Data Engineering Simplified
Data Engineering Simplified posts on YouTube about snowflake, data, how to, [----] the most. They currently have [------] followers and [---] posts still getting attention that total [---] engagements in the last [--] hours.
Engagements: [---] #
- [--] Week [-----] +9.30%
- [--] Month [------] +44%
- [--] Months [-------] -54%
- [--] Year [-------] +137%
Mentions: [--] #
- [--] Months [--] -51%
- [--] Year [--] +34%
Followers: [------] #
- [--] Week [------] +0.16%
- [--] Month [------] +0.98%
- [--] Months [------] +6.90%
- [--] Year [------] +20%
CreatorRank: [---------] #
Social Influence
Social category influence technology brands finance stocks
Social topic influence snowflake #113, data, how to, 6969 #1047, ai, virtual, deep, llm, interview, integration
Top accounts mentioned or mentioned by @dataengineeringsimplified @dataengineeringsimplified0cf763ae69f1 @dataengineeringsimplifiedf3a1bd5659e0 @dataengineeringsimplified5b2f8b199654 @dataengineeringsimplified8df4b6229be4 @dataengineeringsimplifiedc24929116ea4 @dataengineeringsimplified588b19591b47 @dataengineeringsimplifiedfab1ee9fea7c @dataengineeringsimplifiedb86714f5a6df @dataengineeringsimplified5ec567ca5c0c @dataengineeringsimplified8f8e4f0fd1d0 @dataengineeringsimplifiedcommontableexpressionwithexamplesba87a9baf242
Top assets mentioned ANONYMOUS (ANONYMOUS) Alphabet Inc Class A (GOOGL)
Top Social Posts
Top posts by engagements in the last [--] hours
"Snowflake SnowPro GenAI Exam 10-Day Prep Guide (What to Study & What to Skip) Preparing for the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam This video explains how the exam is structured what Snowflake actually tests across domains and how to prepare using a focused 10-day study plan based on real exam patterns and common candidate mistakes. ⚠ This is NOT a Snowflake basics tutorial. It is a certification-focused strategy guide covering only the GenAI topics that appear in the exam including Cortex features LLM & AISQL functions vector search Document AI governance and"
YouTube Link 2025-11-27T15:30Z 61.9K followers, [----] engagements
"#3 Snowflake Architecture Snowflake Tutorial for Beginners This third and most important chapter covers the snowflake architecture including the life cycle and [--] unique layers of snowflake design. Chapter-3 of the snowflake beginner's tutorial covers the Snowflake architecture & design approach in detail. In general the snowflake is known as a cloud-native platform that supports storage & computes decoupling but how does it achievethis is now known to us and this video chapter helps you understand this concept in detail. This chapter also compares some of the tools like Spark (Spark Vs"
YouTube Link 2021-08-17T16:30Z 61.9K followers, 277.2K engagements
"Snowflake Data Sharing Chapter-16 Snowflake Hands-on Tutorial Snowflake Data Sharing is going to change the world data is being shared now and used for collaboration. Snowflake's secure data sharing is most powerful feature to monetize your data and support so many use cases which was not possible for far. This episode is a quick 25min introduction to the secure data sharing features and it will help you to answer the following questions [--]. Does consume need a snowflake account [--]. Account sharing is possible in same cloud and same region [--]. Who payse for the data and compute for direct share"
YouTube Link 2022-01-24T16:30Z 61.9K followers, 56.7K engagements
"Schema Evolution Table Properties In Snowflake Make it work for JSON & CSV Files This short & hands-on tutorial will discuss and demonstrate the schema evolution table properties for CSV data file and semi-structure JSON data file. This video will cover everything you need to know about schema evolutions table property and changes needed for your file format as well as for your copy command. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog: https://medium.com/@data-engineering-simplified ✏ Exclusive Snowflake Facebook Group:"
YouTube Link 2023-10-17T15:30Z 61.9K followers, [----] engagements
"ETL Workflow In Snowflake Chapter-19 Snowflake Hands-on Tutorial Building ETL Workflow in snowflake is not an easy task and if you have to build end to end ETL workflow (or ETL workflow) we need to use pipe stream and task components along with external stages and orchestrate all the activities. This episode is a comprehensive 60min practical guide with hands-on exercise to demonstrate you how it works. This guide will help you to answer the following questions [--]. How to build ETL workflow pipeline in snowflake [--]. CDC & Incremental load via Snowflake [--]. Delta Data Load via SnowPipe [--]. Data"
YouTube Link 2022-03-09T16:30Z 61.9K followers, 165.8K engagements
"Snowflake Stream & Change Data Capture Chapter-17 Snowflake Hands-on Tutorial Snowflake Stream & Change Data Capture Chapter-17 Snowflake Hands-on Tutorial Snowflake Stream & Change Data Capture is coolest feature snowflake has to simplify the CDC architecture. This episode is a quick 25min introduction as well as feature elaboration to the stream objects and it will help you to answer the following questions [--]. How snowflake stream works [--]. How snowflake stream (cdc) track changes [--]. What is offset in snowflake stream [--]. Does stream cost a lot [--]. How long stream hold the CDC data set So"
YouTube Link 2022-02-01T16:30Z 61.9K followers, 75.1K engagements
"SWIGGY Data Pipeline End To End Data Engineering Project In Snowflake Discover 🔍 how food aggregators and quick-commerce platforms like Swiggy leverage the Snowflake to power their data pipelines This hands-on 🛠 tutorial starts with a high-level food order process flow explores the OLTP source ER diagram for data analysis and explains the 3-layer data warehouse architecture. Watch as we transform data flow requirements into implementation create fact and dimension tables and build an interactive Streamlit dashboard. Perfect for beginners or those curious about executing end-to-end data"
YouTube Link 2024-12-12T15:30Z 61.9K followers, 62.6K engagements
"Snowflake Bring Your Own Model (BYOM) Explained MCQs & Scenarios Crack SnowPro GenAI GES-C01 In this video youll learn how Bring Your Own Model (BYOM) works in Snowflake and how external models from Hugging Face can be deployed using Snowpark Container Services. We break down: How to import a Hugging Face model into Snowflake What truly makes a model deployed Where models are registered (Snowflake Model Registry) What compute is actually required (Compute Pool with GPU support) Common certification-style MCQs and tricky scenario-based questions Youll also clearly understand the difference"
YouTube Link 2026-02-12T15:30Z 61.9K followers, [---] engagements
"#13 Micro Partitions & Data Clustering In Snowflake Snowflake Hands-on Tutorial This tutorial & chapter [--] "Snowflake Micro Partition" covers everything about partition concept applied by snowflake cloud data warehouse to make this cloud data platform super fast and cost effective So enjoy this video series and provide your valuable feedback. Site ➥ https://www.toppertips.com SQL Scripts➥ https://www.toppertips.com/snowflake-micro-partition/ Chapters ----------------------------------------- ➥ 00:00 Micro Partitions Concept in Snowflake ➥ 01:15 Introduction ➥ 02:02 Course Tree Map ➥ 04:31"
YouTube Link 2021-12-19T15:30Z 61.9K followers, 78K engagements
"What Is Information Schema In Snowflake Chapter-22 Snowflake Hands-on Tutorial If you want to build a solid understanding about Snowflake Information Schema (What is information schema and How to get information schema in snowflake) then this chapter is for you. The power of Snowflake Information Schema is not well known and the usefulness it brings to data developers and data ops engineers are not discussed anywhere. This episode is a comprehensive & practical guide with hands-on excercise on snowflake information schema. It explains all the views available under information including table"
YouTube Link 2022-07-08T16:30Z 61.9K followers, 23.2K engagements
"Task-Specific AI SQL You Must Know for the Exam Pass the Snowflake GenAI Certification Faster In this video youll learn why Task-Specific AI functions in Snowflake Cortex are important and how to use them correctly for real-world scenarios and certification exams. We cover key functions like AI Classify AI Extract AI Summarize and AI Translate explaining their purpose input parameters limitations and when to use each one. Youll also see practical examples that help you avoid common mistakes in scenario-based questions. This video is ideal for anyone preparing for the Snowflake GenAI"
YouTube Link 2026-01-29T15:30Z 61.9K followers, [---] engagements
"Snowflake Event Tables Complete Guide Snowflake Observability & Logging Feature Discover everything you need to know about Event Tables in Snowflake in this comprehensive 50-minute hands on guide Learn how to create and use event tables with detailed examples including stored procedures written in SQL Python Java Scala and JavaScript. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills This"
YouTube Link 2025-01-02T15:30Z 61.9K followers, [----] engagements
"Working With RESULTSET Object Snowflake Scripting Guide Stored Procedure Tutorial Ch-17 In this Snowflake SQL scripting developer's guide you would learn about RESULTSET objects and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "Working With RESULTSET Objects " chapter-17 you'll be ready to answer the following questions: [--]. How to use RESULTSET objects in a stored procedure [--]. How to use fetch keyword when working with RESULTSET object [--]. How to iterate through a RESULTSET and fetch individual field value from rows 🚀🚀 Data"
YouTube Link 2024-03-19T15:30Z 55K followers, [----] engagements
"Masking JSON Data Using Dynamic Data Masking Possible Part-05 Securing and masking standard data types with dynamic data masking is straightforward using simple policy objects. However applying masking policies to variant data types that contain JSON documents can be more complex. This video addresses these challenges and explains how to mask sensitive data within JSON documents. Youll learn how to apply both single and multiple attribute masking to variant data types within a table. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level"
YouTube Link 2024-07-09T15:30Z 61.9K followers, [----] engagements
"Ep-005 USAGE vs OPERATE Privileges On Virtual Warehouse #shorts USAGE Grant vs OPERATE Grant on Virtual Warehouse ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering #clouddatawarehouse Disclaimer: All snowflake-related learning materials and tutorial videos published in"
YouTube Link 2023-03-12T15:30Z 54.8K followers, [---] engagements
"Snowflake Stream & Task Concept [--] Mock Questions Snowflake Certification Exam Complete guide on snowflake stream & task concepts along with [--] important certification questions. This video also includes the key concepts besides trips & tricks. Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 SnowPro Guide: https://bit.ly/35S7Rcb 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Practice Test Playlist (300 meaningful questions): https://bit.ly/3kl5Jzj Video chapter-wise access"
YouTube Link 2021-02-25T16:30Z 43.3K followers, 15.3K engagements
"Ep008 The Power Of OWNERSHIP Privilege On A Warehouse #shorts The short video demonstrates the difference between having all privileges on a virtual warehouse and owning the warehouse. While having operate usage monitor and modify grants allows for full control ownership privileges are necessary to drop the warehouse or grant privileges to other roles. The short video provides an example of attempting to drop a warehouse with a public role that has all grants but no ownership resulting in insufficient privileges. The conclusion is that ownership privileges are necessary to drop a warehouse ✏"
YouTube Link 2023-03-16T15:30Z 38.5K followers, [----] engagements
"Tag Based Dynamic Data Masking In Snowflake Part-03 Tab Based Dynamic Data Masking is Snowflake's powerful feature to apply masking at scale and reduce the policy deployment cost. In this hands on guide we will learn how to create tag objects and how to set the policy on multiple column by associating the masking policy to a tag including limitation of tag based masking policy. This tutorial goes beyond SQL syntax and focuses all all the important aspects of tab based dynamic data masking concepts facilitating column-level security in the Snowflake cloud data warehouse platform. Once you"
YouTube Link 2024-05-07T15:30Z 61.9K followers, [----] engagements
"NOORDER vs ORDER Value Performance Impact on Snowflake Table Data Loading Into Snowflake Table This quick and practical tutorial will show the importance of ORDER & NOORDER values for identity/auto-increment column when added in your table and the impact of copy command and its side effect on identity column and it is worth considering NOORDER value for the auto-increment column. This video will cover everything you need to know about change tracking properties vs stream object on a table and how it behaves in different situation. 🚀🚀 How To Connect ✏ Instagram:"
YouTube Link 2023-10-11T15:30Z 54.7K followers, [----] engagements
"What is Snowflake Time Travel Chapter-14 Snowflake Hands-on Tutorial Snowflake's Time Travel Feature is the most powerful and impactful utility which if used correctly and designed appropriately will save a lot of time and effort to simplify many complex data project operational activities. Time travelis not just limited to seeing the past state of your data it brings a whole lot of new possibilities for the way design and operates data projects. This episode is a quick 30min introduction of time travel features and helps you to answer the following questions [--]. What is time travel and how it"
YouTube Link 2022-01-03T14:30Z 57.5K followers, 42.4K engagements
"Snowflake Notebooks This comprehensive video tutorial on Snowflake Notebooks provides a step-by-step guide on creating a notebook and how this new interactive development environment helps data engineers to write SQL/Python scripts markdown and Snowpark/Streamlit code under one place and perform data exploration and data visualization activities. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥"
YouTube Link 2024-09-03T15:30Z 61.9K followers, [----] engagements
"Stored Procedure In Snowflake Chapter-21.1 Snowflake Hands-on Tutorial Stored Procedure In Snowflake allows data developer to wrap their complex logic and automate their repeatable manual process. This episode is a comprehensive & practical guide with hands-on excercise on stored procedure. It covers basics of stored procedure including different specification options (input params language i.e. javascript/sql/java/scala return type volatile/immutable caller/owners rights strict etc) along side exception handling and transaction. This guide will help you to answer the following questions 🚀"
YouTube Link 2022-05-10T15:30Z 58.1K followers, 65.6K engagements
"Snowflake Scripting - How To Declare Variable Snowflake Stored Procedure When dealing with stored procedures and anonymous blocks in Snowflake it's crucial to grasp the methods for defining and declaring variables. Within the DECLARE section various approaches exist for declaring variables in Snowflake encompassing options such as specifying default values using expressions built-in functions and select statements. This comprehensive video explores all these possibilities and elucidates each concept by demonstrating executions using the Snowsight WebUI. Upon completion of the "Snowflake"
YouTube Link 2023-12-06T15:30Z 54.9K followers, [----] engagements
"Snowflake [--] Snowpark Using User ID & Password Snowpark Python Tutorial With Example This hands-on video tutorial covers "How to connect to snowflake using Snowpark with user id and password". 🚀🚀 Video Sections 🚀🚀 -------------------------------------------- ➥ 00:00 Introduction (Session API) ➥ 00:41 How to Connect to Snowflake ➥ 02:37 Issue with Incorrect User ID & Password ➥ 03:49 Issue with Snowflake Account URL For Connection String ➥ 04:26 How to Handle Locked Users ➥ 04:52 Issue with fully qualified schema name 🚀🚀 Snowpark Python Code Example 🚀🚀"
YouTube Link 2023-04-24T15:30Z 47.7K followers, [----] engagements
"Handle Deduplication While Loading CSV File Into Snowflake Ch-07 Snowflake Data Loading Approach Table restrictions are not enforced by Snowflake. One of the usual requirements when loading data using copy command from external stage is handling duplicate records and how to avoid them (specially when you have large duplicates available or duplicate files) This episode helps you to describe each of the different data loading cases with duplicate records and help you to solve a problem using hands-on excercise . Once you complete this video you will be able to answer following questions [--]. Does"
YouTube Link 2022-11-08T15:30Z 50.8K followers, [----] engagements
"Stored Procedure - How To RETURN A Value/Expression/Table Snowflake Stored Procedure Ch-09 This tutorial video explains using the RETURN keyword in Snowflake scripting to send back a value expression or result set from a stored procedure. It begins by discussing the necessity of the return statement in a stored procedure then covers topics like specifying return properties using multiple return statements and how data types are handled during implicit casting. Upon completing the " How To RETURN A Value/Expression/Table" chapter you'll be ready to answer the following questions: [--]. How to"
YouTube Link 2024-01-02T15:30Z 47.7K followers, [----] engagements
"Binding Parameters With CURSOR Snowflake Scripting Guide Stored Procedure Tutorial Ch-16 🚀🚀 Snowflake Stored Procedure Playlist https://www.youtube.com/playlistlist=PLba2xJ7yxHB5NksIHMPirkHhOoEG3-K09 ✏ Ch-01 Snowflake Scripting For Stored Procedure Introduction https://youtu.be/-BhYp0X00P0 ✏ Ch-02 Stored Procedures Are Anti-Pattern https://youtu.be/rBwknyABYMU ✏ Ch-03 Snowflake Scripting Block Structure https://youtu.be/yBaUbCFSMjM ✏ Ch-04 How To Declare Variable https://youtu.be/CyJ9LPFMhwc ✏ Ch-05 Declare & Define Local Variables https://youtu.be/pBDeMog56AQ ✏ Ch-06 How To Use Variables"
YouTube Link 2024-03-14T15:30Z 55K followers, [----] engagements
"Challenges With Referential Integrity In Snowflake This quick and practical tutorial on foreign key focuses on "Challenges With Referential Integrity In Snowflake". This snowflake tutorial provides a step-by-step guide on using foreign key behaviour in Snowflake tables and exhibit challenges it brings to ETL developer. Discover how Snowflake enforces (or does not-enforce) these referential constraints and how to access table parameters to find foreign key referential constraints. This video will cover everything you need to know about foreign key referential constraints including practical"
YouTube Link 2023-10-03T15:30Z 54.8K followers, [----] engagements
"Unlock the Secrets to Domain-1 Snowpro Core Certification #03 COF-C02 Practice Test & MCQs This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-01 (Snowflake Cloud Data Platform Features and Architecture) which has around 25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple & medium. This mock test and practice questions will help you to identify if your snowpro certification preparation is"
YouTube Link 2023-01-12T15:30Z 47.7K followers, 12.7K engagements
"Discover How Primary and Unique Key Constraints Work in Snowflake This video "Discover How Primary and Unique Key Constraints Work in Snowflake" provides a step-by-step guide on using primary and unique keys in Snowflake tables to ensure data integrity. Discover how Snowflake enforces (or does not-enforce) these constraints and how to access table parameters to find primary and unique key constraints. This video will cover everything you need to know about primary and unique keys including practical demonstrations of how they behave when loading data into Snowflake tables. 🚀🚀 How To Connect"
YouTube Link 2023-09-20T15:30Z 54.2K followers, [----] engagements
"Getting Started With Git Snowflake Notebook Integration Learn how to easily connect Snowflake Notebooks with Git/GitHub in this step-by-step video. Ill show you how to set up a Git repository inside Snowflake bring in notebooks from your repo and perform basic Git tasks like pulling updates and pushing changes. Youll also see the SQL commands gets executed via query history and if they are metadata operations or need compute cost. This vitual and hands-on tutorial is a perfect for anyone looking to ehnance their work and keep everything in sync while working with snowflake notebooks. 🚀🚀"
YouTube Link 2024-09-10T15:30Z 61.9K followers, [----] engagements
"Snowflake GitHub Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake Git/GitHub integration demonstrates how to create a Git repository object within Snowflake for both private and public repositories allowing seamless access to database script files within Snowflake. This Snowflake tutorial explains each SQL command that can be used on a Git Repository Stage object and how to share access with other Snowflake roles using the RBAC feature. The video tutorial also covers executing SQL scripts and creating a Python-based stored procedure by referencing a GitHub"
YouTube Link 2024-08-06T15:30Z 61.9K followers, 10.3K engagements
"10 Tips To Reduce & Manage Snowflake Virtual Warehoue Cost Efficiently While working with Snowflake virtual warehouses (compute resources) dominate overall snowflake platform cost. It is crucial to understand various warehouse-level parameters and additional objects (like Resource Monitor) to help your Snowflake platform team and projects manage its costs effectively. This video covers the most commonly ignored parameters and concepts enabling you to design a very cost-efficient Snowflake environment and run your platform more effectively. 🚀🚀 Data Engineering Simplified - Social Links"
YouTube Link 2024-08-01T15:30Z 61.9K followers, [----] engagements
"Working With WHILE Loop Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-13 This hands-on Snowflake tutorial "Working With WHILE Loops" will demonstrate and cover everything about WHILE Loops when building stored procedure or anonymous block. Upon completing the "Working With WHILE Loops" chapter-13 you'll be ready to answer the following questions: [--]. How to use WHILE loop in a stored procedure [--]. What kind of syntax error and execution error may occur while building solution using WHILE loop [--]. What are the limitations of WHILE loops in snowflake scripting 🚀🚀 Data"
YouTube Link 2024-03-05T15:30Z 54.9K followers, [----] engagements
"Mastering Snowflake Permanent Tables [--] Ways To Create Tables In Snowflake Track Table Properties Creating tables in most databases is a basic and very elementary task that doesn't usually require much discussion. However when it comes to Snowflake it's not as straightforward as it seems specially when you have to create at table by referring another table. There are many important aspects to explore when dealing with Snowflake tables. In this video we'll provide a hands-on guide to show you how to create tables in five different ways within Snowflake. We'll also explain how each of these"
YouTube Link 2023-09-11T15:30Z 54.3K followers, [----] engagements
"Snowflake Must Know New Objects Chapter-8 Snowflake Hands-on Tutorial This tutorial & chapter [--] "Snowflake Must Know New Objects" guides on all those snowflake account level and database level objects that a data developer and lead must know. These objects are not very common across other data warehouse system and snowflake has introduced them with a specific purpose. Many of us use snowflake as if it is another data warehouse system and only focus on writing SQL statements stored procedures or functions (or UDFs). Snowflake has many new objects and knowing their purpose and their power will"
YouTube Link 2021-09-26T16:30Z 53.7K followers, 77.9K engagements
"Stored Procedure - Variable Scope & Visibility In Nested Block Snowflake Stored Procedure Ch-08 The Snowflake Stored Procedure allows you to include nested or anonymous blocks within the body of your stored procedure. In certain situations you may declare a variable with a different or identical name. It's crucial to grasp how variable scope and visibility operate when dealing with nested or deeply nested blocks. This tutorial and hands-on guide will help you comprehend the workings of nested blocks and variable visibility in Snowflake. Upon completing the "Variable Scope & Visibility In"
YouTube Link 2023-12-26T15:30Z 33.8K followers, [---] engagements
"Snowflake SQL Scripting - How To Use Variables Snowflake Stored Procedure Ch-06 Once variables are defined it's important to use them effectively. In this video we'll explore how to utilize variables in Snowflake SQL Scripting statements and standard SQL statements. We'll cover using variables in standard expressions including understanding data types. Additionally we'll delve into using the colon notation to access variables within SQL statements and explore the role of the identifier function. This tutorial aims to assist you in writing complex dynamic and efficient stored procedures using"
YouTube Link 2023-12-19T15:30Z 33.8K followers, [---] engagements
"Working With FOR Loops Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-12 In this snowflake scripting developer's guide you would learn about FOR loops and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "Working With FOR Loops " chapter-12 you'll be ready to answer the following questions: [--]. How to use FOR loop in a stored procedure [--]. What are the two type of for loops in snowflake scripting [--]. What are the limitations of for loops in snowflake scripting 🚀🚀 Data Engineering Simplified - Social Links"
YouTube Link 2024-02-13T15:30Z 54.8K followers, [----] engagements
"#08 How To Deploy & Run Snowpark Python Inside Snowflake In this episode we will explore and understand how to deploy and run snowpark python program inside snowflake as a stored procedure. We will take an existing snowpark python program make modification before we can embed them as stored procedure and deploy them within snowflake. We will also see how the query profile looks like when this deployed stored procedure is executed and what step represents the snowpark execution. We will also understand a quick way to create snowpark program using Python Worksheet. Upon completing this "How To"
YouTube Link 2023-06-23T15:45Z [--] followers, [---] engagements
"#06 Snowpark API For Java & Scala Vs. Python Many of us are generally confused about whether to use Java Scala or Python programming language for Snowpark-based data development. This video tutorial aims to help Python developers understand (and more make them aware) the appearance of Snowpark for Java and Snowpark for Scala their limitations version dependencies setup challenges with IDEs and the Snowflake runtime secure sandbox's built-in libraries. We will have the opportunity to examine a code snippet for Java Snowpark and Scala Snowpark and compare them at a high level by placing them"
YouTube Link 2023-10-24T05:31Z 31.3K followers, [---] engagements
"How To Use EXECUTE IMMEDIATE Snowflake SQL Scripting Stored Procedure Tutorial Ch-19 In this Snowflake SQL scripting developer's guide you would learn about EXECUTE IMMEDIATE statement and how it has to be used while working with stored procedure as well as anonymous block. Upon completing the "How To Use EXECUTE IMMEDIATE " chapter-19 you'll be ready to answer the following questions: 1.How To Use EXECUTE IMMEDIATE & advantages it brings to the data developer [--]. What are the limitations of How EXECUTE IMMEDIATE [--]. What EXECUTE IMMEDIATE returns as data type when used [--]. EXECUTE IMMEDIATE is"
YouTube Link 2024-04-02T15:30Z 39K followers, [---] engagements
"Snowflake Infer Schema For JSON Data Automatically Load JSON Data Into Snowflake Infer-schema for JSON Files or automatic JSON schema detection feature in Snowflake is an important utility for data teams. Snowflake has added support for schema detection that can now scan JSON files and "Infer Schema" table function can extract the column names and date type and help a data developer to create table automatically without any manual effort. Traditionally before loading data permanent or transient tables are created with DDL SQL Statements and this can be an effort intensive task for large data"
YouTube Link 2023-08-16T15:30Z 53K followers, [----] engagements
"Snowflake Zero Copy Clone Chapter-15 Snowflake Hands-on Tutorial Snowflake's Clone Feature is the very and handy feature which if used correctly and designed appropriately will help many use cases for which a development team rely on data operation team. Cloning is not just limited to tables clone can be applied to schemas databases and many other objects within schemas. This episode is a quick 30min introduction of cloning (or so called zero copy clone) features and it will help you to answer the following questions [--]. Clone and zero copy clone both are same [--]. Does clone cost anything if"
YouTube Link 2022-01-12T14:30Z 54K followers, 40.1K engagements
"Have you ever used change track table property in snowflake This quick and practical tutorial on change tracking table focuses on "The Change Tracking Properties & Its Behaviour ". This snowflake tutorial provides a step-by-step guide on using change tracking tracking properties in the Snowflake tables. This video will cover everything you need to know about change tracking properties on a table and how it behaves compare to stream object as well as time travel feature. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog:"
YouTube Link 2023-10-05T15:30Z 53.8K followers, [----] engagements
"Snowflake Certification Release Concept Sample Certification Questions & Tips Mock Certification Questions with Explanation on Release Concept + Quick Summary + Tips Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Guide: https://bit.ly/3kSVOzX 👉 Question Dump: https://bit.ly/2SzcZdK Subject Area Weight For the SnowPro Certification Exam -------------------------------------------------------------------------- Snowflake Overview and"
YouTube Link 2020-07-10T13:49Z 57K followers, 10.5K engagements
"Exploring IF-ELSE Conditional Logic in Depth Snowflake Stored Procedure Tutorial Ch-10 Discover the ins and outs of IF-ELSE conditional logic in Snowflake SQL Scripting with this hands-on video tutorial. Learn about If-Else and If-ElseIf constructs and how to use them in your stored procedures and anonymous block. Get the hang of nested IF statements and understand the importance of semicolons and brackets while working with IF-ELSE conditional logic. Find out what the "return" keyword does and get a handle on different data types. This guide will help you navigate IF-ELSE logic making your"
YouTube Link 2024-01-23T15:30Z 54.5K followers, [----] engagements
"CDC & Delta Processing In Snowflake - Stream Object Vs. Change Tracking Table Properties This quick and practical tutorial will show the stream object and change tracking table properties behaviour and provide a deep insight how to use these [--] features to manage your change data capture or delta data processing. This video will cover everything you need to know about change tracking properties vs stream object on a table and how it behaves in different situation. 🚀🚀 How To Connect ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Medium Blog:"
YouTube Link 2023-10-09T15:38Z 31.3K followers, [---] engagements
"Working With REPEAT Loop Snowflake Scripting Developer Guide Stored Procedure Tutorial Ch-14 This hands-on Snowflake tutorial "Working With REPEAT Loops" will demonstrate and cover everything about REPEAT Loops when building stored procedure or anonymous block. Upon completing the "Working With WHILE Loops" chapter-13 you'll be ready to answer the following questions: [--]. How to use REPEAT loop in a stored procedure [--]. What kind of syntax error and execution error may occur while building solution using REPEAT loop [--]. What are the limitations of REPEAT loops in snowflake scripting 🚀🚀 Data"
YouTube Link 2024-03-07T16:30Z 54.9K followers, [----] engagements
"#10 Snowpark Vs. ADF Vs. Azure Synapse Vs. Databricks In this brief video we'll explore the main characteristics of Azure ADF Azure Synapse Analytics and Databricks data platform. We'll also delve into the process of migrating these workloads to Snowpark and uncover the features that cannot be transferred to Snowpark/Snowflake. These tools are primarily designed for easy use requiring little to no coding skills which raises the assumption that they may not be seamlessly migrated. Join us as we unravel the ins and outs of this migration process and shed light on the limitations you should be"
YouTube Link 2023-06-29T15:30Z 57.7K followers, [----] engagements
"Don't Grant MODIFY Privilege On A Warehouse To Development Team Ep-007 #shorts Altering or changing or modifying a virtual warehouse object requires MODIFY privileges to a user or role. Without these privileges the Save Warehouse button will appear DISABLED preventing any changes to the warehouse. Other types of grants such as resume suspend and monitor also play a role in determining levels of access to the virtual warehouse. This short video helps you understand why you should not assign MODIFY grant to a developer. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter:"
YouTube Link 2023-03-15T15:30Z 59.4K followers, [----] engagements
"Configuring SnowSQL On Windows Machine Ch-03 In Chapter [--] of the SnowSQL Master Class Playlist learn how to locate the configuration file on a Windows machine and use it to define connection parameters for both default and named connections to Snowflake. This setup enables seamless access to multiple environmentsdev QA and production. The hands-on session also covers best practices and the risks of storing passwords in plain text. A must-watch for all Data Engineers and Snowflake DBAs aiming for secure and efficient CLI usage. 🚀🚀 Snowflake SnowSQL Full Course Playlist 🚀🚀 ✅ Ch-01"
YouTube Link 2025-05-13T15:30Z 61.9K followers, [----] engagements
"What Is Conditional Dynamic Data Masking In Snowflake Part-02 We're all familiar with the Dynamic Data Masking policy but there's another crucial feature in Snowflake that enables the masking of sensitive table data based on certain conditions. Therefore the focus of this chapter is on how to develop and implement conditional data masking associating it with a table column. In this short tutorial we'll cover everything about conditional data masking. This tutorial goes beyond SQL syntax and focuses all all the important aspects of conditional dynamic data masking concepts facilitating"
YouTube Link 2024-04-30T15:30Z 61.9K followers, [----] engagements
"Validate Data Before Loading Into Snowflake Ch-08 Snowflake Data Loading Approach Data loading may take time and if any coversion issue or parsing issue occures while loading data into table the cycle to fix the issue and re-running copy command is time consuming. This chapter helps you to understand how data can be validated before it is loaded into snowflake and how different options are there to debug the data issues This episode helps you to describe each of the different data validation options and help you to solve a problem using hands-on excercise . Once you complete this video you"
YouTube Link 2022-11-10T15:30Z 53.7K followers, [----] engagements
"Fast Data Loading & Bulk Ingestion in Snowflake Chapter-9 Snowflake Hands-on Tutorial This tutorial & chapter [--] "Fast Data Loading & Bulk Ingestion in Snowflake" helps data developers to understand the bulk data loading and data ingestion concept in snowflake. Snowflake allows different stages and different kinds of file formats to support different use cases to load data ingestion. Many projects and developers struggle to understand the stage and file format concept and that's what this video tutorial helps them with. This hands on visual guide covers following most important features with"
YouTube Link 2021-10-24T14:00Z 58.6K followers, 109.1K engagements
"Part-2 of Domain-2 Snowpro Core Certification Questions COF-C02 Practice Test & MCQs #05 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-02 (Snowflake Cloud Account Access & Security) which has around 20-25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple medium & complex. This mock test and practice questions will help you to identify if your snowpro certification preparation is good"
YouTube Link 2023-01-26T14:00Z 47.7K followers, [----] engagements
"#02 How To Load JSON in Snowflake From AWS S3 To Snowflake JSON Snowflake Tutorial Snowflake Tutorial Chapter-02 covers and answers "How To Load JSON Data Into Snowflake" using AWS S3 Bucket. This video chapter will demonstrate how to configure AWS S3 bucket apply a policy create a JSON file format object and then run copy command to load JSON data into snowflake using [--] different approaches. Validate the performance of these [--] different approaches using query profile screen and identify the best approach as per your need and JSON data complexity. Once you finish this chapter-02 you will be"
YouTube Link 2023-01-03T15:30Z 47.7K followers, [----] engagements
"Install SnowSQL In Windows System Complete Hands-on Guide Ch-02 Welcome to the SnowSQL Client Master Class chapter-02 "Snowflake SnowSQL Installation On Windows OS". This video will walk you through everything you needfrom downloading SnowSQL and verifying the installation to connecting with command-line parameters. Well also cover how to troubleshoot common login and access errors and how to check the login audit table in Snowflake for deeper insights. Whether youre a beginner or need a quick refresher this step-by-step guide will help you get up and running with SnowSQL confidently. This"
YouTube Link 2025-05-06T15:30Z 61.9K followers, [----] engagements
"Snowflake BitBucket Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake and BitBucket (Atlassian) integration tutorial demonstrates how to create a BitBucket/Git repository object within Snowflake for both private and public repositories enabling seamless access to database script files within Snowflake. In this Snowflake (Integration) tutorial youll learn about each SQL command that can be used on a Git Repository Stage object as well as how to share access with other Snowflake roles using the RBAC feature. The video also covers executing SQL scripts creating"
YouTube Link 2024-08-13T15:30Z 61.9K followers, [----] engagements
"How To Use CASE/WHEN Conditional Logic - SQL Scripting Snowflake Stored Procedure Tutorial Ch-11 Discover everything about CASE/WHEN conditional logic in Snowflake SQL Scripting with this hands-on video tutorial. Learn about simple and searched CASE/WHEN constructs and how to use them in your stored procedures and anonymous block. Get the hang of nested CASE/WHEN statements and understand the importance of semicolons and brackets while working with CASE/WHEN conditional logic. This guide will help you navigate CASE/WHEN statements making your stored procedures and anonymous block more"
YouTube Link 2024-02-01T15:30Z 54.8K followers, [----] engagements
"Snowflake SQL Scripting - Work With Local Variable Snowflake Stored Procedure Ch-05 In this video tutorial we will learn how to define local variables using let keyword in snowflake sql scripting while working with stored procedure as well as anonymous block. We will learn different way to define local variables and role of default as well as colon-equal operator to assign an expression to the local variable. This comprehensive video explores all these possibilities and explain each concept by demonstrating executions using the Snowsight WebUI. Upon completion of the "Work With Local"
YouTube Link 2023-12-12T15:30Z 47.7K followers, [----] engagements
"Snowflake Views & Column Level Security Applicability Part-04 Snowflake supports four types of views and in this video we'll find out if these views support column-level security (Dynamic Data Masking). We'll learn how to use dynamic masking for views and protect sensitive information in Snowflake. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level security in Snowflake views. Once you complete this visual guided tour you would be able to understand and answer following questions [--]. Do all kind of view support column level security"
YouTube Link 2024-06-04T15:30Z 61.9K followers, [----] engagements
"Snowflake Data Unloading Working Session CSV JSON Parquet Data Export Technique Snowflake provides different approach to unload data from a table or from a query. To export data from Snowflake tables or from a custom query in different file format need a copy command along with file format object. This hands on video will demonstrates the different approaches to export or unload data into named and un-nammed stage and role of different options in the copy command along with file format option. This is complete hands on guide and through this working session you would get a deeper knowledge of"
YouTube Link 2023-11-07T15:30Z 57K followers, [----] engagements
"Create Snowpark Data Frames From Snowflake Tables Snowpark Python Tutorial With Example In this tutorial we'll explore how to use Snowpark Session API and create table object (looks similar to Data Frame object). We'll walk through a step-by-step example explaining how to pass table parameter and display table result on your local Snowpark instance. 🚀🚀 Video Sections 🚀🚀 -------------------------------------------- ➥ 00:00 Introduction (Table API) ➥ 00:44 How To Create Table Object From Session ➥ 01:41 Data Frame Vs Table Object In Snowpark ➥ 01:58 Alternate Approach To Get Table Object"
YouTube Link 2023-04-25T15:30Z 43.2K followers, [----] engagements
"Snowflake GitLab Integration Complete Hands-On Snowflake Tutorial This comprehensive video tutorial on Snowflake and GitLab integration provides a step-by-step guide on creating a GitLab/Git repository internal stage object within Snowflake. Whether you're working with private or public repositories this tutorial will show you how to seamlessly access and manage database script files directly within Snowflake. This Snowflake Git (GitLab) integration tutorial covers every SQL command applicable to a Git Repository Internal Stage object and demonstrates how to share access with other Snowflake"
YouTube Link 2024-08-20T15:30Z 61.9K followers, [----] engagements
"How to work with external table in Snowflake Chapter-11 Snowflake Hands-on Tutorial This tutorial & chapter [--] "How to work with external table in Snowflake" hands on guide is going to demonstrate you everything about snowflake external table and how to connect to your cloud data lake and see your CSV Parquet orc AVRO json & xml data set. This hands on visual guided will help you to answer following questions [--]. What is external table in snowflake. [--]. How to create external table and map it with external stage (like AWS S3) [--]. How to auto ingest via external table. [--]. How to work with parquet"
YouTube Link 2021-11-13T16:30Z 52.7K followers, 55.4K engagements
"Snowflake Scripting Block Structure For Stored Procedures & Anonymous Blocks Block structures serve as containers for both Snowflake script and SQL scripting providing a platform for encapsulation and execution. These structures can either be anonymous or attached to a stored procedure and that's precisely what we'll delve into in this video. We'll explore both the theoretical and practical aspects of block structures demonstrating how to compose straightforward Snowflake scripts and troubleshoot them by intentionally introducing errors using our Snowsight WebUI. Upon completion of the"
YouTube Link 2023-12-05T15:30Z 53.1K followers, [----] engagements
"AI-SQL HELPER FUNCTIONS Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this short and focused session youll learn how Snowflakes AI-SQL Helper functions all explained visually with real examples (and exam tips) so you dont have to memorize documentation. This topic (AI SQL Functions in Snowflake) carries significant exam weightage and often appears in combined and tricky MCQs where understanding behavior and purpose matters more than syntax. By watching this video youll clearly understand how these helper features fit into real-world workflows and how to quickly"
YouTube Link 2026-02-03T15:30Z 61.9K followers, [---] engagements
"Complete Guide On Snowflake Metrics - Observability Feature In Snowflake Discover everything you need to know about Metrics a great observability feature added into the Snowflake toolkit. This comprehensive hands on guide will teach you how to enable the metrics in snowflake for your functions and stored procedures. This hands on tutorial covers metrics observability features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills 🚀🚀 Data"
YouTube Link 2025-01-14T15:30Z 61.9K followers, [----] engagements
"Structured Output & JSON Schema Traps SnowPro GenAI Exam Domain [--] (40%) Unlock deterministic responses in your AI pipelines with Cortex Structured Output. This tutorial is a deep dive into Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam which carries a massive 40% weightage. Learn how to force your Large Language Models (LLMs) to conform to a specific JSON schema ensuring your downstream applications never fail due to inconsistent data. We compare the implementation across both COMPLETE and AI_COMPLETE and look at the real-world error"
YouTube Link 2026-01-15T15:30Z 61.9K followers, [---] engagements
"Trace Events - Observability Feature In Snowflake Discover everything you need to know about Trace Events a powerful observability feature added into the Snowflake toolkit. This comprehensive 40-minute hands on guide will teach you how to create and use trace events with detailed examples including stored procedures written in SQL and Python scripting language. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights"
YouTube Link 2025-01-09T15:30Z 61.9K followers, [----] engagements
"Embedding & Vector Function Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn how embedding and vector similarity functions work in Snowflake Cloud Data Platform. We explore how text and images are converted into vector representations how similarity is measured and how these concepts apply to semantic search and RAG-based systems. Youll also understand how to choose the right embedding type and similarity function for different use cases especially in certification-style scenarios. If youre preparing for the Snowflake GenAI Certification (GES-C01)"
YouTube Link 2026-02-05T15:30Z 61.9K followers, [---] engagements
"Part-02 of Domain-2 Snowpro Core Certification Questions COF-C02 Practice Test & MCQs #04 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-02 (Snowflake Cloud Account Access & Security) which has around 20-25% Coverage as per new syllabus. These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple medium & complex. This mock test and practice questions will help you to identify if your snowpro certification preparation is good"
YouTube Link 2023-01-19T15:30Z 61.9K followers, 16.3K engagements
"AI Sentiment Entities & Syntax Traps SnowPro GenAI Exam Domain [--] (40%) This video is a comprehensive tutorial on the Cortex AI Sentiment function a core part of Domain [--] (LLM Functions & AI SQL) for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. While simple on the surface the sentiment function has multiple distinct versions and several hidden limitations that Snowflake frequently tests. We move beyond the basic documentation to show you exactly how these functions behave in real-world scenarios and where candidates usually lose points. What you will learn (that the docs don't"
YouTube Link 2026-01-09T15:30Z 61.9K followers, [---] engagements
"COMPLETE Cortex Function + AI_COMPLETE() Deep Dive Tutorials SnowPro GenAI Exam Domain [--] (40%) Unlock the power of the Cortex COMPLETE and the new AI_COMPLETE functions in this deep-dive tutorial. This video is specifically designed for Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. We go beyond the basics to explain the differences between the legacy and modern versions exploring exactly how model choice affects cost speed and accuracy. Complete domain-wise playlist covering: -------------------------------------------------------------- Complete"
YouTube Link 2026-01-13T15:30Z 61.9K followers, [---] engagements
"Snowflake Secrets: Import Excel Files Without CSV Hassles Excel is everywhereand if youre struggling to load Excel files into Snowflake tables directly and spending hours doing it manually youre not alone. In this video Ill show you exactly how to automate loading Excel data directly into a Snowflake table from your stage location whether the file is small or large. This simple approach can save you tons of data ingestion time and reduce data errors making your workflows faster cleaner and much more reliable. Whether youre working on small projects or enterprise-level pipelines this tutorial"
YouTube Link 2025-04-29T16:01Z 61.9K followers, [----] engagements
"Snowflake Tasks & Task Tree Chapter-18 Snowflake Hands-on Tutorial Snowflake Tasks & Task Tree are two important components in snowflake to automate your SQL script as well as automate your workflow. Using task and task tree you can achive lot of automation and data movement from ingestion to consumption layer. These two features are snowflake native components and works very well if designed correctly. This episode is a quick 30min introduction as well as feature elaboration to the task objects and it will help you to answer the following questions [--]. How snowflake task works [--]. How"
YouTube Link 2022-02-15T15:30Z 61.9K followers, 53.1K engagements
"Ep-001 Is A Virtual Warehouse Is First Class Object in Snowflake #shorts Virtual warehouses in Snowflake are secure and isolated computing environments responsible for executing queries and data processing tasks. They are first-class objects that can be dropped altered and secured and different privileges can be assigned to them. This short video highlights that they are account-level objects and cannot be found in the database-level information schema. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook:"
YouTube Link 2023-03-07T15:30Z 61.9K followers, [----] engagements
"Unveiling the Secrets of Domain 1: COF-C02 Practice Test #02 This Snowpro Core Certification Exam (COF-C02) Questions video covers [--] important multiple choice questions from domain-01 (Snowflake Cloud Data Platform Features and Architecture). These [--] sample MCQs will help you to gauge your knowlege and validate if there is any gap in your snowflake knowledge. The level of complexity is simple & medium. This mock test and practice test will help you to identify if your snowpro certification preparation is good enough and your concept is clear to appear for the certification exam. Once you"
YouTube Link 2023-01-05T15:30Z 61.9K followers, 25K engagements
"PARSE_DOCUMENT Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn everything you need to know about the PARSE_DOCUMENT and AI_PARSE_DOCUMENT Cortex functions for the Snowflake GenAI Certification Exam (GES-C01) Domain-2. This video covers how to extract text and layout from documents stored in Snowflake stages understand the return data types JSON output structure and key fields like content metadata pages and error information. Youll also learn the difference between OCR mode and Layout mode when to use each one in exam scenarios and how to use"
YouTube Link 2026-01-27T15:30Z 61.9K followers, [---] engagements
"Ep-002 How To Save Cost By Changing Default Warehouse Settings #Shorts When creating a virtual warehouse we don't pay enough attention and that may result excessing credit consumption. Watch this short to understand how to save virtual warehouse credit cost. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed"
YouTube Link 2023-03-08T16:30Z 61.9K followers, [----] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (12%) Document AI Setup Privileges & Cost Traps This video is a focused deep dive into Domain [--] (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Although Domain-4 contributes only 12% of the total exam weightage it is one of the most predictable and scoring domains if you understand how Snowflake enforces setup privileges and governance for Document AI. Many candidates lose marks in Domain-4 not because the domain is hard but because they assume Document AI works like other Snowflake features. This video is designed"
YouTube Link 2025-12-24T15:30Z 61.9K followers, [---] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (26%) Architectural & Conceptual Traps Snowflake SnowPro Speciality: GenAI Domain [--] (Snowflake for GenAI Overview) This video is a deep dive into Domain [--] (Snowflake For GenAI Overview) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 26% of the total exam weightage. In this video youll learn: Why Domain [--] is critical for passing the GenAI exam How Snowflake expects you to think as a GenAI engineer How to study Domain [--] in the right sequence How Snowflake maps structured vs unstructured GenAI use cases Cortex LLM"
YouTube Link 2025-12-16T13:30Z 61.9K followers, [----] engagements
"Ep-003 Does Altering Warehouse Cost Snowflake Credits #shorts Does Altering Virtual Warehouse (or Snowflake Name Compute) Cost Something or Nothing. This [--] Second Learning Short will help you answering this ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering"
YouTube Link 2023-03-09T15:30Z 61.9K followers, [----] engagements
"Snowflake Cortex Playground Explained MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam If youre preparing for the Snowflake GenAI Certification you cannot afford to ignore Snowflake Cortex Playground. In this complete hands-on walkthrough we explore: How Cortex Playground supports experimentation with enterprise data Why it is important in the GenAI lifecycle How to compare LLM models side-by-side REST API vs SQL API access differences How to use Connect Your Data How Snowflake Cortex Complete works behind the UI What SQL is generated when you submit a prompt Fine-tuned vs foundation"
YouTube Link 2026-02-10T15:30Z 61.9K followers, [---] engagements
"Complete Snowflake SQL Scripting For Stored Procedure Ch-01 Welcome to our snowflake tutorial series "Snowflake Scripting for Stored Procedure" Dive into the world of Snowflake Scripting where data developers can effortlessly write anonymous blocks or Stored Procedures to tackle a spectrum of use cases from the straightforward to the very complicated ones. This comprehensive playlist serves as your go-to guide offering a deep dive into the intricacies of creating and optimizing Stored Procedures using Snowflake Scripting. Whether you're a beginner seeking foundational knowledge or an"
YouTube Link 2023-11-28T15:30Z 60.1K followers, 32K engagements
"Snowflake Unique Features Chapter-6 Snowflake Hands-on Tutorial This "Snowflake Unique Features" Tutorial (Chapter-6) covers 15+ snowflake cloud data platform key features that make snowflake a very different platform from other cloud data solutions like Databricks RedShift or Google BigQuery. By knowing these snowflake unique features finding the right solution for your data problem is much more easy and cost-effective. Many of us try to solve a problem in a traditional way thinking that snowflake is just another data warehouse solution hosted on a cloud but we are wrong snowflake has many"
YouTube Link 2021-09-10T16:00Z 60.3K followers, 103.8K engagements
"Tracking Cortex Usage & Cost Monitoring SnowPro GenAI Exam Domain [--] (22%) This video is a deep dive into the Usage and Consumption tracking part of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. Domain [--] carries 22% weightage. In this specific sub-topic Snowflake tests your ability to monitor how much your AI models are actually costing you in terms of credits and tokens. While the syllabus mentions older views the platform has recently consolidated everything into a single high-performance view. Many candidates struggle with this section"
YouTube Link 2026-01-06T13:30Z 61.9K followers, [---] engagements
"What are views in Snowflake Chapter-21.3 Snowflake Hands-on Tutorial Snowflake views allows data developer to wrap their complex SQL logic (join filter group by etc) and bring simplicity & modularity to their data retrival process to their SQL expressions. This episode is a comprehensive & practical guide with hands-on excercise on snowflake views (Standard Secure & Materialized). It covers basics of snowflake views limitations and best practices. This guide will help you to answer the following questions [--]. 🙋 What are standard secure & materiazlied views in snowflake [--]. 🙋 How to interact"
YouTube Link 2022-06-27T15:30Z 59.8K followers, 32.6K engagements
"What Does Snowpark-Optimized Warehouse Cost You Ep-011 #shorts What Does Snowpark-Optimized Warehouse Cost You. Does it cost more or less than standard virtual warehouse. This short video will explain how expensive the virtual warehouse looks like. ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflake Disclaimer: All snowflake-related learning materials and"
YouTube Link 2023-03-23T15:30Z 60.2K followers, [----] engagements
"Column Level Security In Snowflake Dynamic Data Masking In Snowflake To safeguard PII (or PHI or Sensitive Information) column-data/fields Snowflake has introduced a schema-level masking policy object. This object allows for column-level security and masking/obfuscation to protect sensitive data. This "Column Level Security (CLS) in Snowflake" video tutorial is a comprehensive guide to help snowflake data developers to understand how it can be achived using policy objects. This tutorial delves beyond SQL syntax and examines all the significant aspects of dynamic data masking facilitating"
YouTube Link 2024-04-16T15:30Z 61.9K followers, 10.7K engagements
"#1 Introduction & History of Snowflake Snowflake Tutorial for Beginners Chapter #1 of the snowflake beginner's tutorial covers the Snowflake introduction & history in detail. Snowflake cloud data warehouse started somewhere in [----] and in the last so many years it has evolved so much and become a mainstream cloud-native data warehouse platform. This chapter #1 has many sections which covers not only the history of snowflake cloud data warehouse but also evolution of cloud data platform and how snowflake support modern data architecture and one platform one copy and many workload concepts."
YouTube Link 2021-08-14T15:30Z 60.4K followers, 619.5K engagements
"08 RBAC & Privileges - Snowflake Virtual Warehouse #costoptimization Learn all about Snowflake Virtual Warehouses and the [--] key different privileges and Role Based Access Control (RBAC) settings in this hands-on video Discover how improper RBAC setting can lead to unexpected cost implications and see live demonstrations of both best practices and potential pitfalls. Perfect for anyone looking to optimize their Snowflake setup for performance and cost-efficiency. Dont miss out on these essential tips for Snowflake architects and admins ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀"
YouTube Link 2024-11-20T15:30Z 61.9K followers, [---] engagements
"Notebook SQL Cell Result Into A Dataframe Snowflake Notebook Tutorial This is a quick tutorial covering how to refer a SQL cell result into a python panda's dataframe as well as snowflake snowpark dataframes. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥ 00:00 Introduction ➥ 00:46 Welcome Note ➥ 01:31 Create Snowflake Notebook ➥ 04:06 SQL Result To Pandas DF ➥ 06:15 Cell Reference & Query"
YouTube Link 2024-09-17T15:30Z 61.9K followers, [----] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (40%) Pass or Fail Zone (LLM & AI SQL) This video is a deep dive into Domain [--] (Snowflake GenAI & LLM Functions) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 40% of the total exam weightage making it the single most important scoring domain in the exam. Domain-2 is where most candidates struggle not because they dont know the functions but because they choose the wrong GenAI capability for a given scenario. This video is designed to help you avoid exactly those mistakes. In this video youll learn:"
YouTube Link 2025-12-22T15:30Z 61.9K followers, [---] engagements
"02 Snowflake Compute Auto-Resume & Auto-Suspend Properties In this video explore Snowflakes auto-resume and auto-suspend properties essential features for managing compute costs effectively. Learn how auto-resume helps virtual warehouses restart automatically when queries are issued and how auto-suspend reduces costs by pausing idle warehouses. We dive into configuring these settings through Snowsight WebUI showing how they impact performance and cost-efficiency in your Snowflake environment. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers *"
YouTube Link 2024-11-12T15:30Z 61.9K followers, [----] engagements
"Flatten Function & JSON Data Processing In Snowflake The video "Flatten Function & JSON Data Processing In Snowflake" explains the process of using the "flatten" table function in Snowflake to transform complex JSON array and object data structures into a flat denormalized format that is easier to work with. This entire hands on tutorial will unleash the power of flattening table function to extract and query JSON in Snowflake with real life examples. The video covers the following topics: [--]. How to flatten JSON arrays and objects in Snowflake [--]. The columns returned by the Snowflake flatten"
YouTube Link 2023-01-30T15:30Z 60.1K followers, 16.7K engagements
"03 How Much Does Snowflake Virtual Warehouse Cost Credit Cost Vs Dollar Cost Curious about Snowflake Virtual Warehouse (compute) pricing This vides tutorial breaks down how Snowflake compute (VWH) costs are calculated focusing on virtual warehouse usage pricing models and tips to optimize costs effectively. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers * - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/"
YouTube Link 2024-11-13T15:30Z 61.9K followers, [----] engagements
"Snowflake Database/Schema/Table & Container Hierarchy Chapter-7 Snowflake Hands-on Tutorial This snowflake tutorial chapter [--] primarily focuses Database Schema Table & Container Hierarchy concept and focuses on hands on exercise with table creation be it standard or external or transient or temporary. It also help with real example of data loading into a table via insert statement or create as select or insert as select or copy command. Alongside standard DDL Creation this chapter also focuses on [--]. Different Data Type while creating tables. [--]. Not Null constraints with field [--]. Case"
YouTube Link 2021-09-21T15:45Z 59.9K followers, 136.1K engagements
"Snowsight - Snowflake Modern Web UI Chapter-5 Snowflake Hands-on Tutorial Snowsight - snowflake Modern Web UI Tutorial (Chapter-5) covers every function & feature of snowsight thin-client. Starting from the worksheet folder filter sharing dashboard and visualisation and many more features are described in detail along with the hands-on guided tour. Snowsight's dashboardis sometimes compared with the Tableau dashboard (Snowsight vs Tableau) or PowerBI dashboard (Snowflake vs PowerBI) as it has a lot of powerful features and also supported sharing capabilities with other stack holderswithin the"
YouTube Link 2021-09-03T18:00Z 60K followers, 130K engagements
"Ep-004 Does USAGE Grant on Warehouse Allow Resume/Suspend #shorts The short video discusses the usage grant privilege on virtual warehouses which allows a role to use the warehouse but not resume or suspend it. Assigning this grant to a role enables them to use the virtual warehouse but they cannot perform these operations without additional privileges. The quick demo provides an example of creating a virtual warehouse with usage privileges for a public role attempting to resume it without success and explaining that usage privileges only enable usage of the compute ✏ Instagram:"
YouTube Link 2023-03-10T15:30Z 59.8K followers, [---] engagements
"07 Importance Of Resource Monitor On Snowflake Virtual Warehouse #costoptimization Discover the importance of Resource Monitors in Snowflake Virtual Warehouses in this short and focused video 🎯 Learn how to effectively use resource monitors to track and control costs while maintaining performance. Whether youre a Snowflake admin or a data architect this video shows you why resource monitoring is a must-have tool for optimizing your Snowflake usage. Watch now to save costs and maximize efficiency 💡 ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social"
YouTube Link 2024-11-21T15:30Z 61.9K followers, [---] engagements
"Snowflake Cortex Guardrails SnowPro GenAI Exam Domain [--] & [--] (40% + 22%) Snowflake Cortex Guardrails looks simple but there are important topic for Snowflake SnowPro GenAI Speciality exam as you need to understand before using it. In this video we walk through how Guardrails works when it comes to Snowflake Cortex functions how it behaves in real queries and what to watch out for especially for certification preparation. This is a very important topic from the Governance area (Domain 3) and you will almost certainly see one or two questions in the exam. It also connects to Domain [--] for"
YouTube Link 2026-01-12T15:30Z 61.9K followers, [---] engagements
"Processing & Working With JSON Data In Snowflake #01 Querying JSON Data With Snowflake and working with JSON data in snowflake is a very simple process once you understand how different snowflake functions key words and clauses can be used to parse the JSON object and data files. Once JSON is loaded into Snowflake stored inside the stages or tables snowflake has lot of different notations that can help querying the JSON data like any other table This vide will guide how to insert JSON data (or JSON String) into snowflake tables using insert statement and then query them and other limitations"
YouTube Link 2022-12-13T15:30Z 61.3K followers, 29.3K engagements
"Snowflake Cache Concepts Sample Questions SnowPro Certification Mock Certification Questions with Explanation on Snowflake Cache Concept + Quick Summary + Tips Complete Guide + Question Dump + Revised Syllabus ---------------------------------------------------------------------------------------- 👉 Revised Sep [----] Syllabus: https://youtu.be/jhNoKeB0CVY 👉 SnowPro Guide: https://bit.ly/3kSVOzX 👉 Question Dump: https://bit.ly/2SzcZdK Video Chapter Quick Access Links ----------------------------------------------------------- ❅ 00:00 Section [--] - Important of Cache Subject Area in SnowPro"
YouTube Link 2020-09-26T07:15Z 60.2K followers, 20.3K engagements
"06 How Multicluster Virtual Warehouse Works in Snowflake Many of us are not sure how multicluster virtual warehouse works in snowflake cloud data warehouse. In this quick and short video we will unlock the power of multi-cluster virtual warehouses in Snowflake and break down the key concepts of concurrency scalability and how Snowflake dynamically manages workloads to maintain peak performance. Youll learn: What a multi-cluster virtual warehouse is and why its essential. How Snowflake handles concurrent queries seamlessly without delays. The difference between single and multi-cluster virtual"
YouTube Link 2024-11-18T15:30Z 61.9K followers, [----] engagements
"Snowflake Security Concepts Sample Questions SnowPro Certification Mock Certification Questions with Explanation on Snowflake Security Concept + Quick Summary + Tips SnowPro Guide: https://bit.ly/3kSVOzX SnowPro Practice Test: https://bit.ly/2SzcZdK Video Chapters ------------------------- 00:00 Section [--] - Important of Security Subject Area in SnowPro Certification 01:20 Section [--] - How to navigate different chapters in this security overview video 01:50 Section [--] - My intent to make these certification videos 02:25 Section [--] - Snowflake SnowPro Syllabus for Security Overview 02:58 Section 5"
YouTube Link 2020-09-18T15:15Z 59.7K followers, 22K engagements
"Recursive CTE in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of recursive Common Table Expressions (CTEs) or so called recursive SQLs. Whether youre preparing for a technical interview or working on a real-life data project mastering recursive CTEs can significantly enhance your SQL writing making it more efficient and readable. Well explore how to use recursive CTEs start with simple example to scenario based examples and explain its construct in step-by-step manner using Snowflake cloud data warehouse platform. This tutorial is"
YouTube Link 2024-10-22T15:30Z 61.9K followers, [----] engagements
"Snowflake SnowSQL Full Course Beginner to Expert Step-by-Step Guide Welcome to the SnowSQL Client Master Class In this hands-on series (playlist) youll explore everything about Snowflakes command-line client (so called SnowSQL Client) from setting up your first connection to mastering all the configuration and automation for productivity. Whether youre a complete beginner or looking to strengthen your SnowSQL skills this course offers step-by-step explanations real-world automation scenario and tips to become more efficient. Youll learn how to install configure query manage data and optimize"
YouTube Link 2025-05-01T15:30Z 61.9K followers, [----] engagements
"Snowflake Cost Optimization Strategies [--] Tips To Reduce Your Snowflake Costs Snowflake's cost efficiency is always an area of concern for many large enterprises and if you are new to snowflake and worried about cost optimization and wants to handle low hanging fruits without too much of effort this tutorial is for you. In this 25min video we will talks about [--] cost optimization strategies and techniques where most of your snowflake credits leakage happens. By reviewing these [--] areas that are very frequently used in all the snowflake projects you would be able to address lot of credit leakage"
YouTube Link 2023-10-31T15:30Z 60.8K followers, [----] engagements
"Snowflake Stream & Task Hands On Complete Beginners Tutorial Step By Step Guide Hands-on tutorial to ingest CDC & Delta data using snowflake Stream & Task. This guide also helps you to understand how to ingest data continuously and transform it. Stream/Task Beginner's Guide: https://toppertips.com/snowflake-stream-and-task-handson Video Chapter Quick Access Links ------------------------------------------------------------ 00:00 - Introduction of Stream & Task Beginner's Guide 00:13 - Source Code & SQL Script - Where to find (https://bit.ly/3nQYeAq) 00:39 - Who is this tutorial for 01:20 -"
YouTube Link 2020-11-23T15:45Z 59.7K followers, 46K engagements
"05 Snowpark Optimized Virtual Warehouse In Snowflake #costoptimization Are you a Snowflake developer or data enthusiast wondering when to optimize your virtual warehouse for Snowpark workloads In this video I dive into Snowpark Optimization for virtual warehouses explaining: - What Snowpark optimization is and how it works - Key scenarios where its beneficial - Situations where it may not be the right fit Whether youre looking to improve performance or reduce costs this video provides practical insights and examples to help you make informed decisions. ✅ https://youtu.be/PJi0tVI4Jdk - Watch"
YouTube Link 2024-11-15T15:30Z 61.9K followers, [---] engagements
"Ep-006 Why Developer Must Have Monitor Privilege On Warehouse #shorts Why Developer Must Have Monitor Privileges on Virtual Warehouse ✏ Instagram: https://www.instagram.com/learn_dataengineering/ ✏ Twitter: https://twitter.com/de_simplified ✏ Facebook: https://fb.me/learndataengineering ✏ GitHub : https://github.com/TopperTips ✏ Website: http://toppertips.com #shorts #snowflaketutorial #snowflakecomputing #snowflakedatawrehouse #snowflake #dataengineeringsimplifed #DESimplified #toppertips #dataengineering #clouddatawarehouse Disclaimer: All snowflake-related learning materials and tutorial"
YouTube Link 2023-03-13T15:30Z 59.8K followers, [----] engagements
"01 Type of Virtual Warehouses (Compute) In Snowflake Snowflake Tutorial With Examples This hands-on guide explores the different types of virtual warehouses (compute) in Snowflake focusing on user-defined and serverless configurations. Using Snowflakes Snowsight WebUI youll learn how to configure and manage virtual warehouses optimize performance and understand the benefits of each type for your data processing needs. Perfect for Snowflake users looking to deepen their understanding of compute environments. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified -"
YouTube Link 2024-11-11T15:30Z 61.9K followers, [----] engagements
"Role Grants & Role Hierarchy In Snowflake Chapter-20 Snowflake Hands-on Tutorial Role Grants & Role Hierarchy in snowflakes is such an important topic and every snowflake engineer must understand it. This episode is a comprehensive & practical guide with hands-onto demonstratetoyou how role role hierarchy default role & secondary role work in snowflake. This guide will help you to answer the following questions [--]. How RBAC & DAC work in snowflake [--]. How many default roles are there in snowflake [--]. How to setup role hierarchy in snowflake [--]. Most powreful role in snowflake [--]. What is the"
YouTube Link 2022-03-22T16:30Z 59.7K followers, 52.8K engagements
"How Cortex Analyst Charges: LLM vs. Virtual Warehouse SnowPro GenAI Exam Domain [--] (22%) This video provides a technical deep dive into Cortex Analyst Cost Monitoring a critical sub-topic of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. While the official syllabus provides general guidelines on tracking consumption it doesn't explicitly detail the "dual-cost" nature of Cortex Analyst. In this video we break down the conceptual and practical knowledge you need to handle tricky exam questions regarding service charges. What you will learn in this"
YouTube Link 2026-01-08T15:30Z 61.9K followers, [---] engagements
"Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE SnowPro GenAI Exam Domain [--] (22%) This video is a critical continuation of our Domain [--] (Governance) series for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive we compare the Legacy views found in many study materials against the New consolidated views you will see in your [----] Snowflake instances. We look at an older Snowflake instance to see what"
YouTube Link 2026-01-07T15:30Z 61.9K followers, [---] engagements
"04 Snowflake Virtual Warehouse 60-Second Billing Cycle #costoptimization Learn how Snowflakes unique billing model optimizes costs with an initial 60-second billing cycle. In this video we break down how compute costs are calculated why the first minute matters and how understanding this concept can help you save on your Snowflake warehouse usage. Perfect for Snowflake beginners https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀 https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/"
YouTube Link 2024-11-14T15:30Z 61.9K followers, [---] engagements
"End To End Data Engineering Project Using Snowflake Real Cricket Analytics Use Case 🏏 Dive into the world of one day international (ODI) cricket data with my latest data engineering project where we've built a comprehensive end to end data engineering solution using Snowflake. This video covers everything from design considerations to the intricacies of data flow and database layer/table architecture. 🔍 Design Considerations: Learn about the key decisions made in designing the data modelling and the overall project architecture. 🌐 Data Flow: From data loading and curation to transformation"
YouTube Link 2023-11-21T15:30Z 60.8K followers, 88.4K engagements
"10 Snowflake Virtual Warehouse Cost Management Monitoring #costoptimization In this quick video learn how to navigate the Virtual Warehouse Cost Management screen in Snowflake and easily check your virtual warehouse costs. 🧾💻 Whether youre tracking usage or optimizing expenses this step-by-step guide will help you manage your Snowflake resources effectively. Perfect for admins and architects looking to stay on top of their Snowflake cost control ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀"
YouTube Link 2024-11-23T15:30Z 61.9K followers, [---] engagements
"#09 Snowpark Vs. Apache Spark Will Spark Survive In this episode we'll explore the current issues with Apache Spark a powerful and widely used data processing framework. We'll also discuss how Snowflake/Snowpark is gaining popularity in the market with its feature-rich cloud data warehouse platform. While Apache Spark is known for its capabilities it can be challenging to work with leading businesses to consider whether they should stick with Spark or evaluate Snowflake/Snowpark for future data development. Snowflake/Snowpark offers additional business-ready features like time travel and data"
YouTube Link 2023-06-27T15:30Z 60.3K followers, [----] engagements
"Data Lineage In Snowflake Using Snowsight This video will cover Snowflake Data Lineage in Snowsight a new feature that is released recently. This hands on video tutorial explores ➡ Where to go and see the lineage detail in snowsight. ➡ How to find downstream and upstream lineage. ➡ How to check column level lineage ➡ Limitation of the snowflake data lineage feature. and how this data lineage feature can be used perform impact analysis monitoring troubleshooting and compliance related items. 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀"
YouTube Link 2024-11-28T15:30Z 61.9K followers, 12.1K engagements
"Snowflake SnowPro Core Certification - Complete Guide Syllabus Exam Complexity Study Material In this comprehensive video tutorial on Snowflake SnowPro Core Certification we'll understand the entire syllabus of the SnowPro Core Certification break down the exam's complexity and provide you with a detailed study guide to ensure you're well-prepared for success. I'll share tips at the end of the every chapter to tackle exam logistics and remember crucial points before and during the test. Let's ace that SnowPro Core exam together 🚀🚀 Important Links ✏ Instagram:"
YouTube Link 2023-08-22T15:30Z 60K followers, 42.5K engagements
"Loading Data Into Snowflake Upload CSV/GZIP & Large Files Ch-01 Snowflake Data Loading Tutorial Snowflake has many ways to load data be it CSV or other file formats (json or parquet etc). How to load CSV data into snowflake is a common question across the data developer community. Since snowflake is a cloud native data platform it does not have any connector which allows a data developer to load data and that's why we all must know different approaches to load data. This episode is a comprehensive & practical guide with hands-on excercise to learn how to load data into snowflake using classic"
YouTube Link 2022-10-10T15:30Z 60.4K followers, 46.4K engagements
"Snowflake SnowPro GenAI Domain [--] (22%) What to Study & Exam Questions This video is a complete deep dive into Domain [--] (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Domain-3 carries 22% weightage which translates to [---] questions in the real exam. These questions are not standalone Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions making this one of the most confusing and high-risk domains. Many candidates fail Domain-3 not because the concepts are difficult but because: access"
YouTube Link 2025-12-23T15:30Z 61.9K followers, [---] engagements
"Snowflake Bring Your Own Model (BYOM) Explained MCQs & Scenarios Crack SnowPro GenAI GES-C01 In this video youll learn how Bring Your Own Model (BYOM) works in Snowflake and how external models from Hugging Face can be deployed using Snowpark Container Services. We break down: How to import a Hugging Face model into Snowflake What truly makes a model deployed Where models are registered (Snowflake Model Registry) What compute is actually required (Compute Pool with GPU support) Common certification-style MCQs and tricky scenario-based questions Youll also clearly understand the difference"
YouTube Link 2026-02-12T15:30Z 61.9K followers, [---] engagements
"Snowflake Cortex Playground Explained MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam If youre preparing for the Snowflake GenAI Certification you cannot afford to ignore Snowflake Cortex Playground. In this complete hands-on walkthrough we explore: How Cortex Playground supports experimentation with enterprise data Why it is important in the GenAI lifecycle How to compare LLM models side-by-side REST API vs SQL API access differences How to use Connect Your Data How Snowflake Cortex Complete works behind the UI What SQL is generated when you submit a prompt Fine-tuned vs foundation"
YouTube Link 2026-02-10T15:30Z 61.9K followers, [---] engagements
"Embedding & Vector Function Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn how embedding and vector similarity functions work in Snowflake Cloud Data Platform. We explore how text and images are converted into vector representations how similarity is measured and how these concepts apply to semantic search and RAG-based systems. Youll also understand how to choose the right embedding type and similarity function for different use cases especially in certification-style scenarios. If youre preparing for the Snowflake GenAI Certification (GES-C01)"
YouTube Link 2026-02-05T15:30Z 61.9K followers, [---] engagements
"AI-SQL HELPER FUNCTIONS Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this short and focused session youll learn how Snowflakes AI-SQL Helper functions all explained visually with real examples (and exam tips) so you dont have to memorize documentation. This topic (AI SQL Functions in Snowflake) carries significant exam weightage and often appears in combined and tricky MCQs where understanding behavior and purpose matters more than syntax. By watching this video youll clearly understand how these helper features fit into real-world workflows and how to quickly"
YouTube Link 2026-02-03T15:30Z 61.9K followers, [---] engagements
"Task-Specific AI SQL You Must Know for the Exam Pass the Snowflake GenAI Certification Faster In this video youll learn why Task-Specific AI functions in Snowflake Cortex are important and how to use them correctly for real-world scenarios and certification exams. We cover key functions like AI Classify AI Extract AI Summarize and AI Translate explaining their purpose input parameters limitations and when to use each one. Youll also see practical examples that help you avoid common mistakes in scenario-based questions. This video is ideal for anyone preparing for the Snowflake GenAI"
YouTube Link 2026-01-29T15:30Z 61.9K followers, [---] engagements
"PARSE_DOCUMENT Deep Dive MCQs Syntax & Scenarios Crack SnowPro GenAI GES-C01 Exam In this video youll learn everything you need to know about the PARSE_DOCUMENT and AI_PARSE_DOCUMENT Cortex functions for the Snowflake GenAI Certification Exam (GES-C01) Domain-2. This video covers how to extract text and layout from documents stored in Snowflake stages understand the return data types JSON output structure and key fields like content metadata pages and error information. Youll also learn the difference between OCR mode and Layout mode when to use each one in exam scenarios and how to use"
YouTube Link 2026-01-27T15:30Z 61.9K followers, [---] engagements
"Structured Output & JSON Schema Traps SnowPro GenAI Exam Domain [--] (40%) Unlock deterministic responses in your AI pipelines with Cortex Structured Output. This tutorial is a deep dive into Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam which carries a massive 40% weightage. Learn how to force your Large Language Models (LLMs) to conform to a specific JSON schema ensuring your downstream applications never fail due to inconsistent data. We compare the implementation across both COMPLETE and AI_COMPLETE and look at the real-world error"
YouTube Link 2026-01-15T15:30Z 61.9K followers, [---] engagements
"COMPLETE Cortex Function + AI_COMPLETE() Deep Dive Tutorials SnowPro GenAI Exam Domain [--] (40%) Unlock the power of the Cortex COMPLETE and the new AI_COMPLETE functions in this deep-dive tutorial. This video is specifically designed for Domain [--] (GenAI & LLM Functions) of the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. We go beyond the basics to explain the differences between the legacy and modern versions exploring exactly how model choice affects cost speed and accuracy. Complete domain-wise playlist covering: -------------------------------------------------------------- Complete"
YouTube Link 2026-01-13T15:30Z 61.9K followers, [---] engagements
"Snowflake Cortex Guardrails SnowPro GenAI Exam Domain [--] & [--] (40% + 22%) Snowflake Cortex Guardrails looks simple but there are important topic for Snowflake SnowPro GenAI Speciality exam as you need to understand before using it. In this video we walk through how Guardrails works when it comes to Snowflake Cortex functions how it behaves in real queries and what to watch out for especially for certification preparation. This is a very important topic from the Governance area (Domain 3) and you will almost certainly see one or two questions in the exam. It also connects to Domain [--] for"
YouTube Link 2026-01-12T15:30Z 61.9K followers, [---] engagements
"AI Sentiment Entities & Syntax Traps SnowPro GenAI Exam Domain [--] (40%) This video is a comprehensive tutorial on the Cortex AI Sentiment function a core part of Domain [--] (LLM Functions & AI SQL) for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. While simple on the surface the sentiment function has multiple distinct versions and several hidden limitations that Snowflake frequently tests. We move beyond the basic documentation to show you exactly how these functions behave in real-world scenarios and where candidates usually lose points. What you will learn (that the docs don't"
YouTube Link 2026-01-09T15:30Z 61.9K followers, [---] engagements
"How Cortex Analyst Charges: LLM vs. Virtual Warehouse SnowPro GenAI Exam Domain [--] (22%) This video provides a technical deep dive into Cortex Analyst Cost Monitoring a critical sub-topic of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. While the official syllabus provides general guidelines on tracking consumption it doesn't explicitly detail the "dual-cost" nature of Cortex Analyst. In this video we break down the conceptual and practical knowledge you need to handle tricky exam questions regarding service charges. What you will learn in this"
YouTube Link 2026-01-08T15:30Z 61.9K followers, [---] engagements
"Monitoring Model Credits Using CORTEX_FUNCTIONS_USAGE SnowPro GenAI Exam Domain [--] (22%) This video is a critical continuation of our Domain [--] (Governance) series for the Snowflake SnowPro Specialty: GenAI (GES-C01) exam. A common point of confusion for many students is why their Snowflake accounts show empty data for CORTEX_FUNCTIONS_USAGE_HISTORY & CORTEX_FUNCTIONS_QUERY_USAGE_HISTORY. In this deep dive we compare the Legacy views found in many study materials against the New consolidated views you will see in your [----] Snowflake instances. We look at an older Snowflake instance to see what"
YouTube Link 2026-01-07T15:30Z 61.9K followers, [---] engagements
"Tracking Cortex Usage & Cost Monitoring SnowPro GenAI Exam Domain [--] (22%) This video is a deep dive into the Usage and Consumption tracking part of Domain [--] (Governance) for the Snowflake SnowPro Specialty: GenAI (GES-C01) certification exam. Domain [--] carries 22% weightage. In this specific sub-topic Snowflake tests your ability to monitor how much your AI models are actually costing you in terms of credits and tokens. While the syllabus mentions older views the platform has recently consolidated everything into a single high-performance view. Many candidates struggle with this section"
YouTube Link 2026-01-06T13:30Z 61.9K followers, [---] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (12%) Document AI Setup Privileges & Cost Traps This video is a focused deep dive into Domain [--] (Document AI) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Although Domain-4 contributes only 12% of the total exam weightage it is one of the most predictable and scoring domains if you understand how Snowflake enforces setup privileges and governance for Document AI. Many candidates lose marks in Domain-4 not because the domain is hard but because they assume Document AI works like other Snowflake features. This video is designed"
YouTube Link 2025-12-24T15:30Z 61.9K followers, [---] engagements
"Snowflake SnowPro GenAI Domain [--] (22%) What to Study & Exam Questions This video is a complete deep dive into Domain [--] (Snowflake GenAI Governance) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam. Domain-3 carries 22% weightage which translates to [---] questions in the real exam. These questions are not standalone Snowflake intentionally mixes governance concepts with Domain-1 architecture and Domain-2 AI SQL functions making this one of the most confusing and high-risk domains. Many candidates fail Domain-3 not because the concepts are difficult but because: access"
YouTube Link 2025-12-23T15:30Z 61.9K followers, [---] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (40%) Pass or Fail Zone (LLM & AI SQL) This video is a deep dive into Domain [--] (Snowflake GenAI & LLM Functions) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 40% of the total exam weightage making it the single most important scoring domain in the exam. Domain-2 is where most candidates struggle not because they dont know the functions but because they choose the wrong GenAI capability for a given scenario. This video is designed to help you avoid exactly those mistakes. In this video youll learn:"
YouTube Link 2025-12-22T15:30Z 61.9K followers, [---] engagements
"Snowflake SnowPro GenAI Exam Domain [--] (26%) Architectural & Conceptual Traps Snowflake SnowPro Speciality: GenAI Domain [--] (Snowflake for GenAI Overview) This video is a deep dive into Domain [--] (Snowflake For GenAI Overview) of the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam which contributes 26% of the total exam weightage. In this video youll learn: Why Domain [--] is critical for passing the GenAI exam How Snowflake expects you to think as a GenAI engineer How to study Domain [--] in the right sequence How Snowflake maps structured vs unstructured GenAI use cases Cortex LLM"
YouTube Link 2025-12-16T13:30Z 61.9K followers, [----] engagements
"Snowflake SnowPro GenAI Exam 10-Day Prep Guide (What to Study & What to Skip) Preparing for the Snowflake SnowPro Speciality: GenAI (GES-C01) certification exam This video explains how the exam is structured what Snowflake actually tests across domains and how to prepare using a focused 10-day study plan based on real exam patterns and common candidate mistakes. ⚠ This is NOT a Snowflake basics tutorial. It is a certification-focused strategy guide covering only the GenAI topics that appear in the exam including Cortex features LLM & AISQL functions vector search Document AI governance and"
YouTube Link 2025-11-27T15:30Z 61.9K followers, [----] engagements
"Configuring SnowSQL On Windows Machine Ch-03 In Chapter [--] of the SnowSQL Master Class Playlist learn how to locate the configuration file on a Windows machine and use it to define connection parameters for both default and named connections to Snowflake. This setup enables seamless access to multiple environmentsdev QA and production. The hands-on session also covers best practices and the risks of storing passwords in plain text. A must-watch for all Data Engineers and Snowflake DBAs aiming for secure and efficient CLI usage. 🚀🚀 Snowflake SnowSQL Full Course Playlist 🚀🚀 ✅ Ch-01"
YouTube Link 2025-05-13T15:30Z 61.9K followers, [----] engagements
"Install SnowSQL In Windows System Complete Hands-on Guide Ch-02 Welcome to the SnowSQL Client Master Class chapter-02 "Snowflake SnowSQL Installation On Windows OS". This video will walk you through everything you needfrom downloading SnowSQL and verifying the installation to connecting with command-line parameters. Well also cover how to troubleshoot common login and access errors and how to check the login audit table in Snowflake for deeper insights. Whether youre a beginner or need a quick refresher this step-by-step guide will help you get up and running with SnowSQL confidently. This"
YouTube Link 2025-05-06T15:30Z 61.9K followers, [----] engagements
"Snowflake SnowSQL Full Course Beginner to Expert Step-by-Step Guide Welcome to the SnowSQL Client Master Class In this hands-on series (playlist) youll explore everything about Snowflakes command-line client (so called SnowSQL Client) from setting up your first connection to mastering all the configuration and automation for productivity. Whether youre a complete beginner or looking to strengthen your SnowSQL skills this course offers step-by-step explanations real-world automation scenario and tips to become more efficient. Youll learn how to install configure query manage data and optimize"
YouTube Link 2025-05-01T15:30Z 61.9K followers, [----] engagements
"Snowflake Secrets: Import Excel Files Without CSV Hassles Excel is everywhereand if youre struggling to load Excel files into Snowflake tables directly and spending hours doing it manually youre not alone. In this video Ill show you exactly how to automate loading Excel data directly into a Snowflake table from your stage location whether the file is small or large. This simple approach can save you tons of data ingestion time and reduce data errors making your workflows faster cleaner and much more reliable. Whether youre working on small projects or enterprise-level pipelines this tutorial"
YouTube Link 2025-04-29T16:01Z 61.9K followers, [----] engagements
"Complete Guide On Snowflake Metrics - Observability Feature In Snowflake Discover everything you need to know about Metrics a great observability feature added into the Snowflake toolkit. This comprehensive hands on guide will teach you how to enable the metrics in snowflake for your functions and stored procedures. This hands on tutorial covers metrics observability features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills 🚀🚀 Data"
YouTube Link 2025-01-14T15:30Z 61.9K followers, [----] engagements
"Trace Events - Observability Feature In Snowflake Discover everything you need to know about Trace Events a powerful observability feature added into the Snowflake toolkit. This comprehensive 40-minute hands on guide will teach you how to create and use trace events with detailed examples including stored procedures written in SQL and Python scripting language. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights"
YouTube Link 2025-01-09T15:30Z 61.9K followers, [----] engagements
"Snowflake Event Tables Complete Guide Snowflake Observability & Logging Feature Discover everything you need to know about Event Tables in Snowflake in this comprehensive 50-minute hands on guide Learn how to create and use event tables with detailed examples including stored procedures written in SQL Python Java Scala and JavaScript. This hands on tutorial covers event table's key features limitations and practical applications so youll know exactly what works and what doesnt. Whether youre new to Snowflake or an experienced user this video is packed with insights to enhance your skills This"
YouTube Link 2025-01-02T15:30Z 61.9K followers, [----] engagements
"SWIGGY Data Pipeline End To End Data Engineering Project In Snowflake Discover 🔍 how food aggregators and quick-commerce platforms like Swiggy leverage the Snowflake to power their data pipelines This hands-on 🛠 tutorial starts with a high-level food order process flow explores the OLTP source ER diagram for data analysis and explains the 3-layer data warehouse architecture. Watch as we transform data flow requirements into implementation create fact and dimension tables and build an interactive Streamlit dashboard. Perfect for beginners or those curious about executing end-to-end data"
YouTube Link 2024-12-12T15:30Z 61.9K followers, 62.6K engagements
"Data Lineage In Snowflake Using Snowsight This video will cover Snowflake Data Lineage in Snowsight a new feature that is released recently. This hands on video tutorial explores ➡ Where to go and see the lineage detail in snowsight. ➡ How to find downstream and upstream lineage. ➡ How to check column level lineage ➡ Limitation of the snowflake data lineage feature. and how this data lineage feature can be used perform impact analysis monitoring troubleshooting and compliance related items. 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀"
YouTube Link 2024-11-28T15:30Z 61.9K followers, 12.1K engagements
"10 Snowflake Virtual Warehouse Cost Management Monitoring #costoptimization In this quick video learn how to navigate the Virtual Warehouse Cost Management screen in Snowflake and easily check your virtual warehouse costs. 🧾💻 Whether youre tracking usage or optimizing expenses this step-by-step guide will help you manage your Snowflake resources effectively. Perfect for admins and architects looking to stay on top of their Snowflake cost control ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀"
YouTube Link 2024-11-23T15:30Z 61.9K followers, [---] engagements
"07 Importance Of Resource Monitor On Snowflake Virtual Warehouse #costoptimization Discover the importance of Resource Monitors in Snowflake Virtual Warehouses in this short and focused video 🎯 Learn how to effectively use resource monitors to track and control costs while maintaining performance. Whether youre a Snowflake admin or a data architect this video shows you why resource monitoring is a must-have tool for optimizing your Snowflake usage. Watch now to save costs and maximize efficiency 💡 ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social"
YouTube Link 2024-11-21T15:30Z 61.9K followers, [---] engagements
"08 RBAC & Privileges - Snowflake Virtual Warehouse #costoptimization Learn all about Snowflake Virtual Warehouses and the [--] key different privileges and Role Based Access Control (RBAC) settings in this hands-on video Discover how improper RBAC setting can lead to unexpected cost implications and see live demonstrations of both best practices and potential pitfalls. Perfect for anyone looking to optimize their Snowflake setup for performance and cost-efficiency. Dont miss out on these essential tips for Snowflake architects and admins ✅ https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀"
YouTube Link 2024-11-20T15:30Z 61.9K followers, [---] engagements
"06 How Multicluster Virtual Warehouse Works in Snowflake Many of us are not sure how multicluster virtual warehouse works in snowflake cloud data warehouse. In this quick and short video we will unlock the power of multi-cluster virtual warehouses in Snowflake and break down the key concepts of concurrency scalability and how Snowflake dynamically manages workloads to maintain peak performance. Youll learn: What a multi-cluster virtual warehouse is and why its essential. How Snowflake handles concurrent queries seamlessly without delays. The difference between single and multi-cluster virtual"
YouTube Link 2024-11-18T15:30Z 61.9K followers, [----] engagements
"05 Snowpark Optimized Virtual Warehouse In Snowflake #costoptimization Are you a Snowflake developer or data enthusiast wondering when to optimize your virtual warehouse for Snowpark workloads In this video I dive into Snowpark Optimization for virtual warehouses explaining: - What Snowpark optimization is and how it works - Key scenarios where its beneficial - Situations where it may not be the right fit Whether youre looking to improve performance or reduce costs this video provides practical insights and examples to help you make informed decisions. ✅ https://youtu.be/PJi0tVI4Jdk - Watch"
YouTube Link 2024-11-15T15:30Z 61.9K followers, [---] engagements
"04 Snowflake Virtual Warehouse 60-Second Billing Cycle #costoptimization Learn how Snowflakes unique billing model optimizes costs with an initial 60-second billing cycle. In this video we break down how compute costs are calculated why the first minute matters and how understanding this concept can help you save on your Snowflake warehouse usage. Perfect for Snowflake beginners https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers 🚀🚀 https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/"
YouTube Link 2024-11-14T15:30Z 61.9K followers, [---] engagements
"03 How Much Does Snowflake Virtual Warehouse Cost Credit Cost Vs Dollar Cost Curious about Snowflake Virtual Warehouse (compute) pricing This vides tutorial breaks down how Snowflake compute (VWH) costs are calculated focusing on virtual warehouse usage pricing models and tips to optimize costs effectively. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers * - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - https://www.instagram.com/learn_dataengineering/ https://medium.com/@data-engineering-simplified/"
YouTube Link 2024-11-13T15:30Z 61.9K followers, [----] engagements
"02 Snowflake Compute Auto-Resume & Auto-Suspend Properties In this video explore Snowflakes auto-resume and auto-suspend properties essential features for managing compute costs effectively. Learn how auto-resume helps virtual warehouses restart automatically when queries are issued and how auto-suspend reduces costs by pausing idle warehouses. We dive into configuring these settings through Snowsight WebUI showing how they impact performance and cost-efficiency in your Snowflake environment. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified - Social Handlers *"
YouTube Link 2024-11-12T15:30Z 61.9K followers, [----] engagements
"01 Type of Virtual Warehouses (Compute) In Snowflake Snowflake Tutorial With Examples This hands-on guide explores the different types of virtual warehouses (compute) in Snowflake focusing on user-defined and serverless configurations. Using Snowflakes Snowsight WebUI youll learn how to configure and manage virtual warehouses optimize performance and understand the benefits of each type for your data processing needs. Perfect for Snowflake users looking to deepen their understanding of compute environments. https://youtu.be/PJi0tVI4Jdk - Watch full video 🚀🚀 Data Engineering Simplified -"
YouTube Link 2024-11-11T15:30Z 61.9K followers, [----] engagements
"Recursive CTE in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of recursive Common Table Expressions (CTEs) or so called recursive SQLs. Whether youre preparing for a technical interview or working on a real-life data project mastering recursive CTEs can significantly enhance your SQL writing making it more efficient and readable. Well explore how to use recursive CTEs start with simple example to scenario based examples and explain its construct in step-by-step manner using Snowflake cloud data warehouse platform. This tutorial is"
YouTube Link 2024-10-22T15:30Z 61.9K followers, [----] engagements
"Common Table Expression in SQL Are you curious about how SQL experts simplify complex queries In this video we dive into the power of the WITH clause commonly known as Common Table Expressions (CTEs). Whether youre preparing for a technical interview or working on a real-life data project mastering CTEs can make your SQL writing more efficient and readable. Well explore how to use CTEs with real sales order data step-by-step using Snowflake worksheets. This tutorial is beginner-friendly and packed with practical examples you can apply in your daily SQL tasks. Lets unlock the magic of CTEs"
YouTube Link 2024-10-08T15:30Z 61.9K followers, [----] engagements
"Notebook SQL Cell Result Into A Dataframe Snowflake Notebook Tutorial This is a quick tutorial covering how to refer a SQL cell result into a python panda's dataframe as well as snowflake snowpark dataframes. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥ 00:00 Introduction ➥ 00:46 Welcome Note ➥ 01:31 Create Snowflake Notebook ➥ 04:06 SQL Result To Pandas DF ➥ 06:15 Cell Reference & Query"
YouTube Link 2024-09-17T15:30Z 61.9K followers, [----] engagements
"Getting Started With Git Snowflake Notebook Integration Learn how to easily connect Snowflake Notebooks with Git/GitHub in this step-by-step video. Ill show you how to set up a Git repository inside Snowflake bring in notebooks from your repo and perform basic Git tasks like pulling updates and pushing changes. Youll also see the SQL commands gets executed via query history and if they are metadata operations or need compute cost. This vitual and hands-on tutorial is a perfect for anyone looking to ehnance their work and keep everything in sync while working with snowflake notebooks. 🚀🚀"
YouTube Link 2024-09-10T15:30Z 61.9K followers, [----] engagements
"Snowflake Notebooks This comprehensive video tutorial on Snowflake Notebooks provides a step-by-step guide on creating a notebook and how this new interactive development environment helps data engineers to write SQL/Python scripts markdown and Snowpark/Streamlit code under one place and perform data exploration and data visualization activities. 🚀🚀 Data Engineering Simplified - Social Links https://www.instagram.com/learn_dataengineering/ - Connect Via Instagram https://medium.com/@data-engineering-simplified - Read Medium Blog Pages For Articles 🚀🚀 Chapters -------------------------- ➥"
YouTube Link 2024-09-03T15:30Z 61.9K followers, [----] engagements
"Snowflake GitLab Integration Complete Hands-On Snowflake Tutorial This comprehensive video tutorial on Snowflake and GitLab integration provides a step-by-step guide on creating a GitLab/Git repository internal stage object within Snowflake. Whether you're working with private or public repositories this tutorial will show you how to seamlessly access and manage database script files directly within Snowflake. This Snowflake Git (GitLab) integration tutorial covers every SQL command applicable to a Git Repository Internal Stage object and demonstrates how to share access with other Snowflake"
YouTube Link 2024-08-20T15:30Z 61.9K followers, [----] engagements
"Snowflake BitBucket Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake and BitBucket (Atlassian) integration tutorial demonstrates how to create a BitBucket/Git repository object within Snowflake for both private and public repositories enabling seamless access to database script files within Snowflake. In this Snowflake (Integration) tutorial youll learn about each SQL command that can be used on a Git Repository Stage object as well as how to share access with other Snowflake roles using the RBAC feature. The video also covers executing SQL scripts creating"
YouTube Link 2024-08-13T15:30Z 61.9K followers, [----] engagements
"Snowflake GitHub Integration Complete Hands-On Snowflake Tutorial This hands-on end-to-end Snowflake Git/GitHub integration demonstrates how to create a Git repository object within Snowflake for both private and public repositories allowing seamless access to database script files within Snowflake. This Snowflake tutorial explains each SQL command that can be used on a Git Repository Stage object and how to share access with other Snowflake roles using the RBAC feature. The video tutorial also covers executing SQL scripts and creating a Python-based stored procedure by referencing a GitHub"
YouTube Link 2024-08-06T15:30Z 61.9K followers, 10.3K engagements
"10 Tips To Reduce & Manage Snowflake Virtual Warehoue Cost Efficiently While working with Snowflake virtual warehouses (compute resources) dominate overall snowflake platform cost. It is crucial to understand various warehouse-level parameters and additional objects (like Resource Monitor) to help your Snowflake platform team and projects manage its costs effectively. This video covers the most commonly ignored parameters and concepts enabling you to design a very cost-efficient Snowflake environment and run your platform more effectively. 🚀🚀 Data Engineering Simplified - Social Links"
YouTube Link 2024-08-01T15:30Z 61.9K followers, [----] engagements
"Masking JSON Data Using Dynamic Data Masking Possible Part-05 Securing and masking standard data types with dynamic data masking is straightforward using simple policy objects. However applying masking policies to variant data types that contain JSON documents can be more complex. This video addresses these challenges and explains how to mask sensitive data within JSON documents. Youll learn how to apply both single and multiple attribute masking to variant data types within a table. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level"
YouTube Link 2024-07-09T15:30Z 61.9K followers, [----] engagements
"Snowflake Views & Column Level Security Applicability Part-04 Snowflake supports four types of views and in this video we'll find out if these views support column-level security (Dynamic Data Masking). We'll learn how to use dynamic masking for views and protect sensitive information in Snowflake. This tutorial goes beyond SQL syntax and covers all important aspects of dynamic data masking for column-level security in Snowflake views. Once you complete this visual guided tour you would be able to understand and answer following questions [--]. Do all kind of view support column level security"
YouTube Link 2024-06-04T15:30Z 61.9K followers, [----] engagements
"Tag Based Dynamic Data Masking In Snowflake Part-03 Tab Based Dynamic Data Masking is Snowflake's powerful feature to apply masking at scale and reduce the policy deployment cost. In this hands on guide we will learn how to create tag objects and how to set the policy on multiple column by associating the masking policy to a tag including limitation of tag based masking policy. This tutorial goes beyond SQL syntax and focuses all all the important aspects of tab based dynamic data masking concepts facilitating column-level security in the Snowflake cloud data warehouse platform. Once you"
YouTube Link 2024-05-07T15:30Z 61.9K followers, [----] engagements
"What Is Conditional Dynamic Data Masking In Snowflake Part-02 We're all familiar with the Dynamic Data Masking policy but there's another crucial feature in Snowflake that enables the masking of sensitive table data based on certain conditions. Therefore the focus of this chapter is on how to develop and implement conditional data masking associating it with a table column. In this short tutorial we'll cover everything about conditional data masking. This tutorial goes beyond SQL syntax and focuses all all the important aspects of conditional dynamic data masking concepts facilitating"
YouTube Link 2024-04-30T15:30Z 61.9K followers, [----] engagements
"Column Level Security In Snowflake Dynamic Data Masking In Snowflake To safeguard PII (or PHI or Sensitive Information) column-data/fields Snowflake has introduced a schema-level masking policy object. This object allows for column-level security and masking/obfuscation to protect sensitive data. This "Column Level Security (CLS) in Snowflake" video tutorial is a comprehensive guide to help snowflake data developers to understand how it can be achived using policy objects. This tutorial delves beyond SQL syntax and examines all the significant aspects of dynamic data masking facilitating"
YouTube Link 2024-04-16T15:30Z 61.9K followers, 10.7K engagements
Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing