#  @cloudpandith Cloudpandith Cloudpandith posts on YouTube about azure, data, engineering, tutorial the most. They currently have [------] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours. ### Engagements: [-----] [#](/creator/youtube::UCCHEh59B8hOadQtnpopPnWg/interactions)  - [--] Week [-----] -32% - [--] Month [-----] +270% - [--] Months [------] +455% - [--] Year [------] +918% ### Mentions: [--] [#](/creator/youtube::UCCHEh59B8hOadQtnpopPnWg/posts_active)  ### Followers: [------] [#](/creator/youtube::UCCHEh59B8hOadQtnpopPnWg/followers)  - [--] Week [------] +0.75% - [--] Month [------] +2.30% - [--] Months [------] +4.70% - [--] Year [------] +7.20% ### CreatorRank: [---------] [#](/creator/youtube::UCCHEh59B8hOadQtnpopPnWg/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [stocks](/list/stocks) [finance](/list/finance) **Social topic influence** [azure](/topic/azure) #493, [data](/topic/data), [engineering](/topic/engineering), [tutorial](/topic/tutorial), [adf](/topic/adf), [databricks](/topic/databricks) #50, [interview](/topic/interview), [real time](/topic/real-time) #670, [delta](/topic/delta), [scratch](/topic/scratch) **Top accounts mentioned or mentioned by** [@gmailcom](/creator/undefined) [@activitylookup1outputfirstrowmaxlastmodifieddate](/creator/undefined) [@activitylastloadoutputfirstrowlastprocessedvalue](/creator/undefined) [@activitycurrentloadoutputfirstrowlatestwatermark](/creator/undefined) [@dlttable](/creator/undefined) [@activitylookupoutputfirstrow](/creator/undefined) [@activitylookupoutputvalue](/creator/undefined) [@itemsrccontainer](/creator/undefined) [@itemsrcsubfolder](/creator/undefined) [@activityscriptoutputresultsets0rows](/creator/undefined) [@greater](/creator/undefined) **Top assets mentioned** [Microsoft Corp. (MSFT)](/topic/microsoft) [FilesCoins Power Cu (FILECOIN)](/topic/files) [Synapse (SYN)](/topic/synapse) ### Top Social Posts Top posts by engagements in the last [--] hours "Delta Live Tables Databricks Project DLT Step by Step Crack Data Engineer Interviews [----] Welcome to todays Databricks Delta Live Tables (DLT) session 🚀 In this session I explained how to create a Delta Live Tables pipeline using a Python file instead of notebooks which is the recommended approach by Databricks for building scalable and production-ready DLT pipelines. You will also understand the complete Delta Live Tables Pipeline UI including all four important views and the latest recommended way of defining pipelines using import pipeline as dp instead of the older @dlt.table syntax." [YouTube Link](https://youtube.com/watch?v=9vk4mLpDV24) 2026-01-27T05:40Z 13.4K followers, [---] engagements "10. Event Based Trigger in ADF Real Time File Trigger Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Event-Based Triggers in Azure Data Factory (ADF) and understand how to automatically trigger pipelines when files arrive in Azure Storage. Event-Based Triggers are ideal for near real-time and event-driven data engineering pipelines where data arrival time is" [YouTube Link](https://youtube.com/watch?v=F6vFHKGcWh0) 2026-01-19T04:30Z 13.4K followers, [---] engagements "100. Get FREE Microsoft Certification Vouchers DP-900 DP-700 DP-600 PL-300 CloudPandith 🚀 BIG ANNOUNCEMENT from Microsoft Get **100% FREE certification exam vouchers** for **DP-900 DP-700 DP-600 and PL-300** through **Microsoft Fabric Data Days 2025** 🎓 In this video by CloudPandith Trainings youll learn: ✅ What is Microsoft Fabric Data Days ✅ How to enroll in Fabric Community events ✅ How to earn and claim your free exam voucher ✅ Which certifications are eligible (DP-900 DP-700 DP-600 PL-300) ✅ Key deadlines and preparation tips 💥 Offer valid till **December [--] 2025** Dont miss this" [YouTube Link](https://youtube.com/watch?v=SLdTDxApb_U) 2025-11-07T13:57Z 13.4K followers, [----] engagements "14. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement Incremental Load in Azure Data Factory WITHOUT using a watermark (metadata) table. This is a simplified and beginner-friendly incremental load design pattern where we use Lookup Activity to fetch the last processed value directly from the target table and then use" [YouTube Link](https://youtube.com/watch?v=TnQC0ZdMg6E) 2026-01-27T09:40Z 13.4K followers, [---] engagements "19. Incremental Load Using Watermark + MERGE in Azure Data Factory (ADF Real-Time Pattern) Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the MOST COMMON real-time incremental load pattern used in Azure Data Factory projects: 👉 Incremental Load using Watermark + MERGE (Upsert Logic) Almost every production data pipeline uses this design to efficiently load" [YouTube Link](https://youtube.com/watch?v=d4SoahmW6Qc) 2026-02-06T11:25Z 13.4K followers, [---] engagements "31. Databricks Interview Questions Spark Performance Optimization Broadcast Join AQE & Delta Prepare for Databricks and Data Engineer interviews with this in-depth session on Spark Performance Optimization. In this video we cover real-world optimization techniques used in Databricks projects explained in a simple and interview-oriented manner. This session focuses on how to improve Spark and Delta Lake performance using file optimization joins partitioning strategies caching incremental loads and modern Spark features like Adaptive Query Execution (AQE)." [YouTube Link](https://youtube.com/watch?v=tH0YDJ_8c0Q) 2026-02-06T04:56Z 13.4K followers, [---] engagements "28. Hands-On: Connect to Blob Storage Numerical FunctionsGrouping and Aggregating in Dataflow Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Problem Statement Solution with Microsoft Fabric Microsoft Fabric IAAS PAAS and SAAS Components Microsoft Fabric SAAS Components What is Microsoft Fabric Microsoft Fabric Architecture Microsoft fabric components General Terminology Microsoft Fabric is a unified data analytics platform one product one experience one" [YouTube Link](https://youtube.com/watch?v=-CB_TxYEzYQ) 2025-08-16T10:30Z 12.8K followers, [--] engagements "1. Hands-On: Introduction to Data Engineering (ETL) - Introduction to Azure Databricks & Spark New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: What is Azure Data" [YouTube Link](https://youtube.com/watch?v=-EMcA4dadhg) 2025-03-04T15:59Z 12.5K followers, [---] engagements "24. Hands-On : Microsoft Fabric : Create shortcuts for Datawarehouse tables and Lakehouse Tables #microsoftfabric #fabric #azurefabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=-LYlpKIDo_A) 2024-01-27T03:00Z 12.9K followers, [---] engagements "5. Hands-On : Copying Data from REST API to ADLS with Bearer Token Authentication Step-By-Step Rest URL : http://restapi.adequateshop.com/api/userspage=1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one" [YouTube Link](https://youtube.com/watch?v=00eIW73_mas) 2023-09-04T02:30Z 12.6K followers, [----] engagements "1. Hands-On: Azure Databricks architecture : Databricks Introduction Creating Clusters Notebooks New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit : www.cloudpandith.com What we will learn: Quick Recap of" [YouTube Link](https://youtube.com/watch?v=0Aa9joXjxSo) 2025-08-31T06:35Z 12.9K followers, [---] engagements "67. Hands-On: Orchestrating Databricks Notebooks with ADF: Scheduling and Storing Logs in DB Table know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Azure Data factory integration with Azure Databricks Mount data lake storage Gen2 in Databricks Call Databricks notebook from ADF V2 Pipeline Configure set variable activity Pass inputs to databricks notebooks reading databricks notebook output Configure notebook activity Create logs tables and stored procedure" [YouTube Link](https://youtube.com/watch?v=1mEWQTO299c) 2025-07-04T10:04Z 12.8K followers, [---] engagements "2. Hands-On: Fabric Copy Multiple Folders from Azure Data Lake Storage Gen2 to Lakehouse know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training" [YouTube Link](https://youtube.com/watch?v=3x3IpAxeGaw) 2025-09-08T05:09Z 12.9K followers, [--] engagements "18. Hands-On : How to Copy Data with Pattern Matching Wildcard file from Blob to Blob Step-By-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Answers: Q1). B Q2). B Q3). A Q4). C Azure Data Factory Master Program Video Links [--]. Introduction to Azure Data Factory 1.IntroductiontoAzureDataFactory [--]. Key features of Azure Data Factory 2.KeyfeaturesofAzureDataFactory 3.Why Azure Data Factory with Real Time Scenario Functional Scenarios Technical Scenarios" [YouTube Link](https://youtube.com/watch?v=4V0qF0-PzwM) 2023-08-13T05:35Z 10.5K followers, [--] engagements "61. Hands-On: Microsoft Fabric : OneLake vs warehouse in Fabric Install OneLake File Explorer #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Introduction to OneLake Key Features and Benefits of OneLake Introduction to warehouse Difference b/w warehouse vs Lakehouse SQL analytics endpoint Lakehouse vs warehouse Hands-On : Install OneLake File Explorer Hands-On :Connect to OneLake from OneLake File Explorer Hands-On : Install Azure Data Studio Hands-On :" [YouTube Link](https://youtube.com/watch?v=5Hjca5wypFk) 2025-03-05T04:02Z 12.5K followers, [--] engagements "1. Hands-On: ADF Project End-to-End Azure Data Engineering - Copy Data from Source Blob to Sink Blob Azure Data Factory (ADF) is a cloud-based data integration service from Microsoft that allows you to create schedule and orchestrate data workflows at scale. It is primarily used to build complex data pipelines for Extract Transform and Load (ETL) or Extract Load and Transform (ELT) processes. These pipelines can ingest data from various sources transform it into usable formats and load it into destination systems like data warehouses data lakes or other storage systems. What we will learn:" [YouTube Link](https://youtube.com/watch?v=69IRHOeTkKY) 2024-09-09T05:05Z 12K followers, [--] engagements "43. Hands-On : Managed Table vs External Table Delta Utils & Table Constraints know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training machine" [YouTube Link](https://youtube.com/watch?v=6iywGpvc63s) 2025-09-08T05:08Z 12.9K followers, [--] engagements "4. Hands-On: Quick tour on Notebook options Connect blob storage using spark session in notebook know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run" [YouTube Link](https://youtube.com/watch?v=7MN2BA16VPI) 2025-08-31T11:24Z 12.9K followers, [--] engagements "45. Hands-On: Synapse Project : Event Based Triggers in Azure Synapse Event Trigger Properties know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to trigger pipeline when new file uploaded into azure storage account (blob created) How to trigger pipeline on file deleted from azure storage account (blob deleted) How to avoid running pipeline when file size is [--] bytes in azure storage account How to copy data from blob Storage to ADLSGen2 How to use event trigger" [YouTube Link](https://youtube.com/watch?v=93ZfYfqqTnc) 2025-06-10T04:39Z 12.7K followers, [--] engagements "Lab : [--] : Application load balancer aws Path based routing ALB aws configurations ALB-2020 know about trainer - https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 8904424822" [YouTube Link](https://youtube.com/watch?v=9D--VgHjgFg) 2020-05-21T04:16Z 12.7K followers, [---] engagements "49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a" [YouTube Link](https://youtube.com/watch?v=9G0Q9u8dTDg) 2024-11-26T04:30Z 12.2K followers, [---] engagements "Databricks Workshop : Read data from data lake & write to SQL DB Read from sql db & Write to ADLS" [YouTube Link](https://youtube.com/watch?v=B0vGpxuEZRc) 2025-04-22T18:30Z 12.7K followers, [---] engagements "53. Hands-On: Synapse Project : Create Spark Pool Create Synapse Notebook Read & Write ADLS data know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Apache spark for synapse Synapse notebooks Introduction Synapse notebooks key features Synapse notebooks usecases Introduction to mssparkutils Mount ADLSGen2 in Synapse notebooks Create Spark Pool Create synapse notebook Interactive Development: Write and execute code in cells enabling step-by-step exploration and iterative" [YouTube Link](https://youtube.com/watch?v=BLy0ZqtcBYo) 2024-11-28T04:30Z 12.2K followers, [--] engagements "19. Hands-On : Unzip .zip .gz files using Copy activity in ADF Optimal vs Fastest Step-By-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Answers: Q1). C Q2). D Q3). B Q4). A Q5). B Azure Data Factory Master Program Video Links [--]. Introduction to Azure Data Factory https://youtu.be/T9W61AfnqYU [--]. Key features of Azure Data Factory https://youtu.be/6oVmEvaAHqY 3.Why Azure Data Factory with Real Time Scenario Functional Scenarios Technical Scenarios https://youtu.be/lo22bsXcpZQ" [YouTube Link](https://youtube.com/watch?v=Bc9K5RRY2Ds) 2023-08-14T07:00Z 12.1K followers, [---] engagements "11. Hands-On: Copy Incremental Files from SFTP to Lakehouse Using Fabric Data Pipeline Incremental know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for" [YouTube Link](https://youtube.com/watch?v=D90eihfapGQ) 2025-09-08T05:10Z 12.9K followers, [--] engagements "50. Hands-On: Synapse Project : Copying Data from SFTP to SQL DB Key Vault Logic App for Alerts know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy Data From SFTP to Azure SQL Database How can I create a Linked Service to SFTP by securely retrieving the password from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault How to Send Notification When Pipeline execution succeeded" [YouTube Link](https://youtube.com/watch?v=DHlxmb_9vPM) 2024-12-20T04:30Z 12.3K followers, [---] engagements "8. Hands-On : Microsoft Fabric Get File Names from Lakehouse source folder to Sink dynamically #microsoftfabric #fabric #azurefabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=EU6Ex9EhWyA) 2024-01-11T03:00Z 12.9K followers, [----] engagements "77 .Databricks SQL Warehouse SQL Query Parameters Query Snippets & Templates Genie AI Chatbot know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=EZuuzAHZggg) 2025-10-10T05:01Z 12.9K followers, [---] engagements "31. Hands-On: ADF Project : Clean Up Small and Old Files in ADF Remove Files Under Size and Date know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Delete files which are having less than [---] bytes Delete files which are having less than [---] bytes Delete files which are older then 5mins Delete files which are older than one day Delete files which are older than one week How to recover deleted files from storage account How to enable soft delete in storage account How to" [YouTube Link](https://youtube.com/watch?v=EeS9iDO9v6U) 2024-12-17T04:30Z 12.2K followers, [--] engagements "3. Hands-On: Working with Databricks Notebooks : Scheduling & Share Notebooks Using Workflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run specific" [YouTube Link](https://youtube.com/watch?v=EgPObPSLUgE) 2025-08-31T11:23Z 12.9K followers, [---] engagements "52. Hands-On: Synapse Project: Spark Joins - Inner Left RightFull Joins Spark Transformation-2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Joins overview Inner join Left join Right join Full join Left semi join Left anti join Cross join Join definitions Advanced joins Interview Questions on Joins Interactive Development: Write and execute code in cells enabling step-by-step exploration and iterative development. Built-in Apache Spark: Utilize Apache Spark for" [YouTube Link](https://youtube.com/watch?v=EiEVRYP8z14) 2025-06-16T05:25Z 12.7K followers, [--] engagements "38. Hands-On: Databricks Project: Drop Duplicates Filter Records Select &Rename Columns in spark know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Sparkcontext vs single user Sparksession vs multiple user Spark modules and objects Create sparksession and sparkcontext Different ways to create dataframe Read dataframe Select columns from dataframe Remove duplicates from dataframe Filter records from dataframe Or operator from dataframe And operator from dataframe in" [YouTube Link](https://youtube.com/watch?v=Ek9uKjmVUXg) 2025-08-25T04:30Z 12.8K followers, [--] engagements "7. Hands-On : How to pass Bearer Token from web activity to copy activity in Azure Data Factory know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one project1 ADF from another project2 ADF with pipeline" [YouTube Link](https://youtube.com/watch?v=FYj5NZjSU-w) 2023-09-06T02:30Z 12.1K followers, [----] engagements "3. Hands-On: Working with Databricks Notebooks : Scheduling & Share Notebooks Using Workflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run specific" [YouTube Link](https://youtube.com/watch?v=GYH1xtVs8t0) 2025-08-31T11:24Z 12.9K followers, [--] engagements "14. Interview Question : Databricks Spark Delta : Check the Count of Null Values in Each Column know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q14 ### Problem: Find the Number of Null Values in Each Column Given a table with columns: name age gender and salary we need to count the number of null values in each of these columns. #### Input Table name age gender salary ------------------------------- John [--] M [----] Alice null F null Bob null null null null" [YouTube Link](https://youtube.com/watch?v=Gw2NdFfNT54) 2025-01-18T04:30Z 12.7K followers, [---] engagements "39. Hands-On: ADF Project : Implementing Pivot and Unpivot Transformations & Schedule in Dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to perform pivot Transformation How to perform unpivot Transformation Source Transformation Pivot Transformation Unpivot Transformation Derive column Transformation Sort Transformations Sink Transformation In Azure Data Factory (ADF) triggers are used to execute pipelines automatically based on specific conditions or" [YouTube Link](https://youtube.com/watch?v=JQ3tYvS34Sk) 2024-11-01T02:42Z 12.1K followers, [--] engagements "41. Hands-On: ADF Project : ADF integration with Databricks - Schedule a Databricks Notebook in ADF know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Azure Data factory integration with Azure Databricks Mount data lake storage Gen2 in Databricks Call Databricks notebook from ADF V2 Pipeline Configure set variable activity Pass inputs to databricks notebooks reading databricks notebook output Configure notebook activity Create logs tables and stored procedure Configure" [YouTube Link](https://youtube.com/watch?v=KxGw6D93bLs) 2024-12-02T04:30Z 12.2K followers, [--] engagements "40. Hands-On : Mastering Joins : From Basics to Advanced Scenarios Interview Question & Answers know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for" [YouTube Link](https://youtube.com/watch?v=M5fb61kbv5Q) 2025-09-02T05:38Z 12.9K followers, [--] engagements "1. Hands-On: Microsoft Fabric : Introduction to Microsoft Fabric Fabric Architecture & Components know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Problem Statement Solution with Microsoft Fabric Microsoft Fabric IAAS PAAS and SAAS Components Microsoft Fabric SAAS Components What is Microsoft Fabric Microsoft Fabric Architecture Microsoft fabric components General Terminology Microsoft Fabric is a unified data analytics platform one product one experience one" [YouTube Link](https://youtube.com/watch?v=MC50_KXl4Tw) 2025-07-14T05:37Z 12.8K followers, [---] engagements "53. Hands-On: Delta Lake : Delta Lake Features : Change Data Feed with structured streaming in delta know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Current challenges with data Solve data challenges with CDF When to use CDF and when we should not use CDF What is Change Data Feed Change data feed usecases Syntax to enable Change data feed on table Create Audit Trail table using CDF Create Gold table using CDF Silver & Gold Tables: We can efficiently update these" [YouTube Link](https://youtube.com/watch?v=MW0SakwoWoE) 2025-03-01T02:00Z 12.5K followers, [--] engagements "4. Interview Question : Databricks Spark Delta : Extract & Review Duplicate Rows with row_number know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Q4 #### What is the row_number() function in PySpark and how does it help in finding duplicates ### Input Data: id name age --- ----- --- [--] Alice [--] [--] Bob [--] [--] Alice [--] [--] David [--] [--] Bob [--] [--] Alice [--] ### Output Data (After Removing Duplicates): id name age --- ----- --- [--] Alice [--] [--] Bob [--] [--] Alice [--] [--] David" [YouTube Link](https://youtube.com/watch?v=OrcuDBhX4J0) 2024-12-29T04:30Z 12.6K followers, [---] engagements "Azure Data Factory Create Your First Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video What is Storage Account What is File Queue and Table in Storage Account What is Blob Storage and Types Storage tiers Storage performance Tier Data Redundancy Demo Create Storage Account Upload data into Storage Account Create Azure Data Factory V2 through UI Create Azure Data Factory V2 through powershell" [YouTube Link](https://youtube.com/watch?v=QPCVKh1oJCA) 2020-11-03T11:02Z 12.8K followers, [----] engagements "23. Hands-On: Databricks: Spark: Master Spark Partitioning: Repartition vs Coalesce Explained Part-2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Importance of adopting the best partition strategy Spark configurations Repartition vs coalesce Repartition to increase partitions Repartition to decrease partitions coalesce to decrease partitions conclude difference between coalesce vs repartition Azure Databricks real Azure Databricks realtime scenarios Azure" [YouTube Link](https://youtube.com/watch?v=RSBUBQrxrII) 2025-05-05T04:30Z 12.6K followers, [---] engagements "REST API to Lakehouse & Warehouse Pagination & Token Auth 5-Hour Data Integration Scenarios on API know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Unlock the full potential of REST API data integration in this comprehensive 5-hour tutorial. This video walks through multiple real-world scenarios including: - Copying data from REST APIs to Lakehouse and Data Warehouse - Handling REST API pagination efficiently - Managing token-based authentication for secure API access - Best" [YouTube Link](https://youtube.com/watch?v=S_98YBfTNTo) 2025-08-09T09:15Z 12.8K followers, [---] engagements "2. Hands-On: Working with Databricks Notebooks : Create Rename Clone Move Export Import &Delete New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: create databricks" [YouTube Link](https://youtube.com/watch?v=VEWPV9ehO2I) 2025-08-31T11:24Z 12.9K followers, [--] engagements "Week [--] - Class room Lab: ADF Project - Key Vault Integration with ADF and Logic App Alerts in ADF know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn How to copy Data From Data Lake Storage Gen2 to Azure SQL Database How can I create a Linked Service to Azure Data Lake Storage Gen2 (ADLS Gen2) by securely retrieving the account key from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault" [YouTube Link](https://youtube.com/watch?v=X8ZUQQ5KDRs) 2024-09-23T03:55Z 12.1K followers, [---] engagements "26. Hands-On: Copy tables from multiple databases to ADLS using linked service parameters & Clean up know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=YksvKL4qWoc) 2025-10-14T04:42Z 12.9K followers, [---] engagements "23. Hands-On: Databricks: Spark: Optimizing Spark Partitions: Repartition vs Coalesce Explain Part-1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Importance of adopting the best partition strategy Spark configurations Repartition vs coalesce Repartition to increase partitions Repartition to decrease partitions coalesce to decrease partitions conclude difference between coalesce vs repartition Azure Databricks real Azure Databricks realtime scenarios Azure" [YouTube Link](https://youtube.com/watch?v=ZaCJIow4a_o) 2025-05-05T04:30Z 12.6K followers, [---] engagements "31&32. Introduction to Dataflows Dataflows Transformation Data Quality checks using dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=ZcrU9GQ2_Fg) 2025-10-17T05:46Z 12.9K followers, [---] engagements "4. Hands-On : How to register and generate API bearer Token using Postman in ADF Step-by-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one project1 ADF from another project2 ADF with pipeline" [YouTube Link](https://youtube.com/watch?v=Zzr8SkHWD3w) 2023-09-03T02:30Z 12.6K followers, [---] engagements "2. Hands-On: Working with Databricks Notebooks : Create Rename Clone Move Export Import &Delete New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: create databricks" [YouTube Link](https://youtube.com/watch?v=_6qBjLXTg7c) 2025-08-31T11:23Z 12.9K followers, [---] engagements "6. Hands-On: Fabric : Copy Data from SQL DB to Lakehouse Using Table Query & Param Stored Procedure #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Connections : Connections define how Fabric connects to external data sources and sinks (like databases data lakes or cloud storage). These connections are configured via Linked Services. Activities : Activities represent individual tasks in a pipeline such as moving or transforming data. Examples include copy activities" [YouTube Link](https://youtube.com/watch?v=_Su1sj5ZSBE) 2025-07-19T06:39Z 12.8K followers, [---] engagements "49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a" [YouTube Link](https://youtube.com/watch?v=a8vrovhRAoA) 2025-06-12T04:59Z 12.7K followers, [--] engagements "49. Hands-On: Synapse Project : Mount ADLSGen2 Using Account Key Notebook parameters & Key Vaults know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Create Spark Pool in Azure Synapse Create Synapse Notebook in Azure Synapse Synapse notebook Key Features Create Notebook parameters Mssparkutils filesystem commands environment & credentials commands Read jobid dynamically in Synapse notebook Integrate Key vault with azure synapse notebooks and securely read storage keys" [YouTube Link](https://youtube.com/watch?v=b-H-P6AxZYw) 2025-06-12T18:30Z 12.7K followers, [--] engagements "2. Azure Databricks Architecture know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com In this session we will learn : What is Azure Databricks Challenges to solutions with Azure Databricks History of Azure Databricks Azure Databricks Architecture Azure Databricks Data Flow Architecture Batch Data Processing with Azure Databricks Stream Data Processing with Azure Databricks Machine Learning on batch data with Azure Databricks #Databricks #DatabricksTutorial" [YouTube Link](https://youtube.com/watch?v=eQTwfozCoJQ) 2023-10-26T03:07Z 10.5K followers, 11.3K engagements "9. Hands-On : Multiple Tables Optimizing Incremental Data Load from Azure SQL DB to ADLS Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is incremental load Difference between full load and incremental load Incremental load pipeline flow and design How to copy multiple tables from Azure SQL Database to Data Lake Storage Incrementally How to maintain Last processed values for Each table dataset parameters and generic datasets Lookup Activity Copy Activity" [YouTube Link](https://youtube.com/watch?v=ekazFuI5mls) 2025-09-24T14:25Z 12.9K followers, [---] engagements "6. Hands-On: dbutils secrets : Mount Blob Storage With Shared access Signature Key Using Key Vault know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime" [YouTube Link](https://youtube.com/watch?v=fSNwRtvIFEo) 2025-04-13T02:30Z 12.6K followers, [--] engagements "5. Hands-On: Mount Blob Storage using Account Key & Workspace level access dbutils fs commands know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime scenarios" [YouTube Link](https://youtube.com/watch?v=ftxdh_Y58NQ) 2025-08-31T11:24Z 12.9K followers, [--] engagements "5. Hands-On: Fabric : Incremental data copy from SQL Database to Lakehouse Incremental Load #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Connections : Connections define how Fabric connects to external data sources and sinks (like databases data lakes or cloud storage). These connections are configured via Linked Services. Activities : Activities represent individual tasks in a pipeline such as moving or transforming data. Examples include copy activities executing stored" [YouTube Link](https://youtube.com/watch?v=hNFVqGKd6cE) 2025-07-18T04:25Z 12.8K followers, [--] engagements "5. Hands-On: Fabric Incremental Data Copy from SQL Database to Lakehouse Incremental Load know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training" [YouTube Link](https://youtube.com/watch?v=iv8pk1zKArw) 2025-09-08T05:09Z 12.9K followers, [--] engagements "18. Hands-On: Develop Ingestion Framework Pipeline in Fabric Scheduling Logics for Ingestion know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training" [YouTube Link](https://youtube.com/watch?v=j9Wotqph_M4) 2025-09-08T05:11Z 12.9K followers, [--] engagements "4. Hands-On: Quick tour on Notebook options Connect blob storage using spark session in notebook know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run" [YouTube Link](https://youtube.com/watch?v=kI4fJn3sb6U) 2025-08-31T11:23Z 12.9K followers, [--] engagements "20. Read and Write Parquet File in Azure Databricks know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn below concepts in this session: What is Parquet file What is meant by columnar Storage Advantages of Apache Parquet file format Difference between CSV and Parquet file Read Parquet file into DataFrame Write DataFrame as Parquet file #AzureDatabricks #Databricks #DatabricksTutorial #Databricks #Pyspark #Spark #AzureDatabricks #AzureADF #Databricks #LearnPyspark" [YouTube Link](https://youtube.com/watch?v=kRitGkJ3LJk) 2023-10-26T12:24Z 10.5K followers, 13.8K engagements "Live Classroom Lab: Copy Tables from Fabric Warehouse to Lakehouse Azure Data Engineering Training know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Unlock the power of real-time learning with this exclusive classroom recording In this session students practice copying multiple tables from Microsoft Fabric Warehouse to Lakehouse using Data Pipelinesguided step-by-step by an expert Azure Data Engineering trainer. ✅ Topics Covered: - Copying active & inactive tables - Using scripts" [YouTube Link](https://youtube.com/watch?v=kmxc3q2q0Ks) 2025-08-10T04:30Z 12.8K followers, [--] engagements "3. Azure Synapse vs Microsoft Fabric: A side-by-side comparison D/w between synapse & Azure fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com [--]. Keywords explained for Microsoft Fabric -Business Intelligence Data Science Real-Time Analytics https://youtu.be/h4fmsv3Fmnw [--]. Introduction to Microsoft Fabric: A Realtime Use case Realtime Applications Made Easy Fabric https://youtu.be/UVF6R9bmV_w [--]. Azure Synapse vs Microsoft Fabric: A side-by-side comparison D/w between synapse &" [YouTube Link](https://youtube.com/watch?v=o2_YmjQkWKY) 2023-08-30T03:00Z 12.8K followers, [----] engagements "48. Hands-On: Databricks Project: Delta Lake Architecture: Internal Working Mechanism Delta Part-1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a" [YouTube Link](https://youtube.com/watch?v=ocgusQF5pHA) 2025-06-11T07:04Z 12.7K followers, [--] engagements "19. Hands-On: ADF Project : Event Based Triggers in Azure Data Factory Advanced Trigger Properties know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn How to trigger pipeline when new file uploaded into azure storage account (blob created) How to trigger pipeline on file deleted from azure storage account (blob deleted) How to avoid running pipeline when file size is [--] bytes in azure storage account How to copy data from blob Storage to ADLSGen2 How to use event trigger" [YouTube Link](https://youtube.com/watch?v=pegfPXIeYjo) 2024-12-15T04:30Z 12.2K followers, [--] engagements "2. Key Features of Unity Catalog Whats New in Unity Catalog -- With Live Demos know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=qLcAKne_Nx0) 2023-09-02T04:00Z 12.1K followers, [----] engagements "45. Hands-On: Databricks Project: Join algorithms in Spark Optimization Sort-Merge and Broadcast know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Types of join algorithms in Spark Spark Join Behavior & Shuffling partition What Is sort-Merge Join What is Broadcast hash Join Mainly [--] types of join algorithms Spark uses internally to optimize join operations depending on the size of the datasets and available resources Sort-Merge Join : A sort-merge join is one of" [YouTube Link](https://youtube.com/watch?v=s7yaBRkio7Q) 2025-09-03T05:17Z 12.9K followers, [--] engagements "46. Hands-On: Synapse Project : Mastering Copy Behaviors with the Copy Activity Convert CSV to Json know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy multiple tables from source SQL database to sink data lake storage How to copy only active tables from SQL db to ADLS How to create dataset parameters How to pass lookup output to foreach activity How to pass foreach item values to copy activity dataset parameters Azure synapse unifies data integration big data" [YouTube Link](https://youtube.com/watch?v=sNCnLYvldE0) 2024-12-05T04:30Z 12.2K followers, [--] engagements "7. Interview Question : Databricks Spark Delta : Calculate Total Achievements & Derive Emp Role know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q7 ### Create DataFrame with Employee Performance Data #### DataFrame 1: employee-role performance_score achievements employee-role performance_score achievements -------------------------------------------------- John Doe-SWE [--] 5/3 Jane Smith-MGR [--] 4/4 Sam Brown-SUP [--] 2/1 Emily White-HR [--] 3/2 #### DataFrame 2:" [YouTube Link](https://youtube.com/watch?v=sbu8ov_KDuo) 2025-01-04T04:30Z 12.3K followers, [--] engagements "19.Hands-On: Schedule ADF Pipelines (Minute Hourly Daily Weekly Monthly) & Use Multiple Triggers Azure Data Factory scheduling explained with a complete hands-on demo 🚀 In this session (ADF Course Session 19) you will learn how to schedule Azure Data Factory (ADF) pipelines using different time-based schedules such as minute hourly daily weekly and monthly and how to configure and manage multiple triggers for a single pipeline. This session focuses on real-time enterprise scheduling scenarios commonly used in production projects. -------------------------------------------------- 📌 What You" [YouTube Link](https://youtube.com/watch?v=shDgSZiFg1M) 2025-10-09T06:07Z 12.9K followers, [---] engagements "5. Hands-On: Mount Blob Storage using Account Key & Workspace level access dbutils fs commands know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime scenarios" [YouTube Link](https://youtube.com/watch?v=t7tlyIENAjc) 2025-08-31T11:23Z 12.9K followers, [--] engagements "44. Hands-On : Fabric Delta Lake Features : Schema Enforcement Evaluation Time Travel CRUD Ops know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training" [YouTube Link](https://youtube.com/watch?v=vkhgZL8o9rU) 2025-09-08T05:13Z 12.9K followers, [---] engagements "15. Hands-On : Databricks Project : Mount AWS S3 Storage Container in Azure Databricks Amazon S3 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Session Mount S3 container in databricks file system using key vault Overview Diagram Introduction to S3 Storage (Simple Storage Service) Create Secret Scope Mount S3 container in databricks file system using key vault Mount point advantages Create Dataframe from S3 csv file Writing dataframe" [YouTube Link](https://youtube.com/watch?v=vqpWmJG_dqE) 2024-12-19T04:30Z 12.3K followers, [--] engagements "Week01. Class Room Lab : ADF Project : Copy multiple Data Lake folders to Blob with Lookup & ForEach know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is Storage account Difference between Blob vs Data Lake Storage What is Azure Data Factory Integration Runtime What is Linked Service What is Dataset parameterisation What is Activity What is Pipeline azure data factory real azure data factory realtime scenarios azure data factory Interview Questions azure data" [YouTube Link](https://youtube.com/watch?v=y0jiJjTTHQc) 2024-09-21T15:01Z 12.1K followers, [---] engagements "6. Hands-On: Databricks Blob Storage Access Explained : SparkSession level Cluster &Workspace level know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime" [YouTube Link](https://youtube.com/watch?v=yQnbI9Y43MU) 2025-07-23T05:32Z 12.8K followers, [--] engagements "1. Hands-On: Azure Databricks architecture : Databricks Introduction Creating Clusters Notebooks New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of" [YouTube Link](https://youtube.com/watch?v=yWrkP6nWeBU) 2025-08-31T11:24Z 12.9K followers, [---] engagements "ADF Workshop : Copy multiple tables from on premise sql server (YOUR COMPUTER) to Data Lake Storage" [YouTube Link](https://youtube.com/watch?v=z2bTAg0YERw) 2025-04-22T18:31Z 12.6K followers, [--] engagements "Azure Data Factory Create Your First Pipeline in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Azure Blob Storage containers CSV File Overview Data flow diagram Estimations Debugging Functionality in Azure Data Factory Prerequisites Required Resources Naming convensions Demo Create Storage Account Upload file into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using" [YouTube Link](https://youtube.com/watch?v=45eddzXIAfo) 2020-11-04T11:27Z 13.1K followers, [----] engagements "3. Databricks Managed vs External Tables Create Delta Tables Using DataFrame SQL & DeltaTable API Welcome to CloudPandith Databricks Course 🚀 In this session we clearly explain the difference between Managed Tables and External Tables in Databricks and how to create Delta tables using multiple approaches in real production environments. We also cover Delta Lake constraints such as PRIMARY KEY NOT NULL and CHECK which are frequently asked in Databricks interviews and critical for data quality enforcement. 🔍 Topics Covered in This Session 🔹 Managed Table vs External Table ✔ What is a Managed" [YouTube Link](https://youtube.com/watch?v=7-RcWFR7Ko0) 2025-12-24T06:18Z 13.1K followers, [---] engagements "Databricks Course Roadmap [----] Next Batch Starts FebApr 🚀 Databricks Course Roadmap [----] 🚀 New Batches Announced CloudPandith presents end-to-end Databricks training designed for freshers working professionals and senior data engineers. -------------------------------------------------- Upcoming Databricks Batches [----] -------------------------------------------------- Databricks & Spark Beginner Start Date: Feb [--] [----] For: Freshers Databricks & Delta Intermediate Start Date: Mar [--] [----] For: [--] Years Experience Databricks & Delta Advanced Start Date: Apr [--] [----] For: Senior Engineers &" [YouTube Link](https://youtube.com/watch?v=8QCWQvkY-uI) 2026-01-25T07:38Z 13.2K followers, [---] engagements "1. How to Create Databricks Free Edition Account Step-by-Step Setup for Beginners 🚀 Learn how to create your Databricks Free Edition account in just a few minutes In this step-by-step tutorial you'll discover how to: ✅ Sign up for Databricks Free Edition ✅ Verify your account and access the workspace ✅ Create your first notebook and run a Spark command 📘 What youll learn: - What is Databricks Free Edition - How to use it for learning PySpark - How to explore data and build notebooks in the cloud 🔗 Start here: https://www.databricks.com/learn/free-edition 📚 Next Video: What is PySpark and" [YouTube Link](https://youtube.com/watch?v=DcXOuApqsbk) 2025-11-06T09:30Z 13.1K followers, [---] engagements "6. Azure Data Factory Copy Data from On-Prem SQL Server to ADLS Gen2 SHIR Setup In this video we demonstrate how to copy data from an On-Premise SQL Server to Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). We also cover the complete installation and configuration of SQL Server Express [----] and Self-Hosted Integration Runtime (SHIR) on a local laptop or computer. This session is part of our Azure Data Factory & Azure Data Engineering course and focuses on real-time enterprise integration scenarios. 📌 Topics covered in this session: ✔ What is On-Premise SQL Server ✔ What is Azure" [YouTube Link](https://youtube.com/watch?v=Dhh0PiMLG94) 2026-01-13T05:22Z 13.1K followers, [---] engagements "1. What is Azure Data Factory (ADF) Architecture Explained for Beginners ETL Pipelines IR Welcome to the Azure Data Factory (ADF) Beginner Course 🚀 This is Session [--] of the playlist: 👉 Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will understand WHY Azure Data Factory is required explained using real-world examples and very simple language. 🔍 Topics Covered: ✔ Real-world data problems ✔ Business requirements from data ✔ Traditional data movement approach ✔ Problems with traditional methods ✔" [YouTube Link](https://youtube.com/watch?v=DwZ6HLVmiMA) 2026-01-01T04:53Z 13.1K followers, [---] engagements "49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a" [YouTube Link](https://youtube.com/watch?v=FG5r-aa84Y4) 2025-02-24T05:37Z 12.5K followers, [--] engagements "2. What is PySpark and Why Use It in Databricks PySpark Tutorial for Beginners 🔥 Welcome to CloudPandith Databricks Series In this video (Session 2) youll learn: ✅ What PySpark is ✅ Why PySpark is used in Databricks ✅ How it helps in processing large datasets quickly and efficiently 📘 Topics Covered: - Introduction to PySpark - Benefits of using PySpark in Databricks - Understanding Databricks clusters and scaling - Databricks + PySpark = Supercharged Data Processing 🚀 By the end of this session youll understand how PySpark simplifies big data processing using Python and why Databricks is" [YouTube Link](https://youtube.com/watch?v=FXj7vL1ks4U) 2025-11-07T07:37Z 13K followers, [---] engagements "Azure Data Factory Important Concepts in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Linked Services Datasets Activity Pipeline Triggers Parameters Azure data factory v2 data flow architecture #azuredatafactoryinterviewquestions #AzureDataFactory #ADF azure data factory tutorial azure data factory in telugu azure data factory in hindi azure data lake tutorial for beginners azure data factory intellipaat" [YouTube Link](https://youtube.com/watch?v=HnP_tzlpELM) 2020-10-29T15:15Z 13.1K followers, [----] engagements "6. Azure Data Factory Cost Calculation & Optimization ADF Pricing Explained Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a VERY IMPORTANT session where we focus on Azure Data Factory COST PRICING and OPTIMIZATION. Many pipelines work correctly but fail in real projects because they are not cost-efficient. This session helps you avoid that mistake. 🔍 Topics Covered in This Session: ✔ Understand Azure Data Factory" [YouTube Link](https://youtube.com/watch?v=JYAY3y62euY) 2026-01-10T11:03Z 13.1K followers, [---] engagements "50. Hands-On: Synapse Project : Copying Data from SFTP to SQL DB Key Vault Logic App for Alerts know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy Data From SFTP to Azure SQL Database How can I create a Linked Service to SFTP by securely retrieving the password from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault How to Send Notification When Pipeline execution succeeded" [YouTube Link](https://youtube.com/watch?v=MQ_3EQYSEYI) 2025-02-21T04:40Z 12.9K followers, [---] engagements "3. Databricks Lakehouse Architecture Explained Delta Lake + Unity Catalog for Beginners 🔥 Welcome to Session [--] of the CloudPandith Databricks Series In this video you'll clearly understand the Databricks Lakehouse Architecture why it exists what problem it solves and how it combines Data Lakes + Data Warehouses. 🔍 Topics Covered: ✔ Why Data Lakes & Warehouses were separate ✔ Real-world issues with traditional architectures ✔ What the Lakehouse architecture solves ✔ Delta Lake Unity Catalog & Governance Layer ✔ How Lakehouse supports BI ML Streaming & Structured/Unstructured data 🏦 Real" [YouTube Link](https://youtube.com/watch?v=Mi-s0xZZzLc) 2025-11-21T05:55Z 13K followers, [---] engagements "11. Difference Between Schedule Tumbling Event Trigger in ADF Complete Comparison Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will clearly understand the difference between Schedule Trigger Tumbling Window Trigger and Event-Based Trigger in Azure Data Factory (ADF). Choosing the wrong trigger is one of the most common mistakes beginners make in real-time data engineering projects. This session" [YouTube Link](https://youtube.com/watch?v=NJa492SP32M) 2026-01-21T10:39Z 13.2K followers, [---] engagements "5. Interview Question : Databricks Spark Delta : Handle Bad Records Using FailFast Permissive know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q5 ### Employee Data The following dataset contains employee information with their empid empname and emprole. However some records have multiple roles assigned to an employee separated by commas. empid empname emprole --------------------------------------------------- [---] John Doe Software Engineer [---] Jane Smith Data" [YouTube Link](https://youtube.com/watch?v=SpbsBgzXNyM) 2024-12-31T04:30Z 13K followers, [---] engagements "Azure Data Engineer Roadmap [----] Complete Guide in [--] Minutes 🚀 Azure Data Engineer Roadmap [----] 🚀 In this video I explain the complete Azure Data Engineer roadmap for [----] in just [---] minutes. This roadmap is designed for beginners freshers and working professionals who want to start or transition into Azure Data Engineering. -------------------------------------------------- 🔹 Topics Covered in This Video: -------------------------------------------------- - Who is an Azure Data Engineer - Required prerequisites (SQL Python Data concepts) - Azure fundamentals for data engineers - Azure" [YouTube Link](https://youtube.com/watch?v=WHx6lEypOI0) 2026-01-23T15:39Z 13.2K followers, [---] engagements "Azure Data Factory Create Azure Free Account for Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Prerequisites to create Free Subscription in azure How to create Azure Free Subscription How to login Into Azure Portal A Quick tour on azure portal What is subscription What is resource group What is location/region #azuredatafactoryinterviewquestions #AzureDataFactory #ADF azure data factory tutorial azure data" [YouTube Link](https://youtube.com/watch?v=YGQWDk_8GoI) 2020-10-30T04:22Z 13.1K followers, [----] engagements "3. Create Azure Data Factory Step by Step Subscription Resource Group First Pipeline Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we build the Azure foundation required before creating real data pipelines. This session is specially designed for freshers and non-IT background learners. 🔍 Topics Covered: ✔ What is Azure Account ✔ What is Management Group ✔ What is Azure Subscription ✔ Types of Azure Subscriptions (Free" [YouTube Link](https://youtube.com/watch?v=gSC7oe1jwac) 2026-01-05T11:18Z 13.1K followers, [---] engagements "8. Schedule Trigger in ADF Step by Step Automate Pipelines in Azure Data Factory Trigger Types Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take automation one step further by focusing on the **Schedule Trigger in Azure Data Factory**. In real-world projects pipelines must run automatically at fixed times (daily hourly weekly etc.). Schedule Triggers are the most commonly used triggers in production ADF pipelines. This" [YouTube Link](https://youtube.com/watch?v=ik1n9PDe8c0) 2026-01-15T04:30Z 13.1K followers, [---] engagements "8. Azure Data Factory ADLS Gen2 to ADLS Gen2 Lookup + ForEach + Copy (Metadata Driven) In this video we demonstrate a real-time Azure Data Factory (ADF) scenario to copy data from ADLS Gen2 to ADLS Gen2 using a metadata-driven approach. We use Lookup / Script activity to read configuration data and ForEach + Copy activity to dynamically copy multiple folders. This pattern is heavily used in enterprise Azure Data Engineering projects. 📌 Scenario Covered: Source : Azure Data Lake Storage Gen2 Sink : Azure Data Lake Storage Gen2 Tool : Azure Data Factory 📌 ADF Components Used: ✔ Linked" [YouTube Link](https://youtube.com/watch?v=kusdvEBv8tM) 2026-01-14T11:13Z 13.1K followers, [---] engagements "50. Azure Data Factory V2 Remove Duplicate Rows &Store Summary Credit Stats Azure Data Flows know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios How to remove duplicate records How to maintain Duplicate records in another tables for customer review How to Generate row_number rank and dense_rank using window Transformation How to Filter records to get top credit score customers How to Store Full Customer data including top" [YouTube Link](https://youtube.com/watch?v=lRPDlEZ-JmU) 2020-12-27T17:23Z 13.1K followers, [----] engagements "Azure Data Factory Copy multiple files from blob to blob in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios CSV File Overview JSON File Overview Data flow diagram Estimations Debugging Functionality in Azure Data Factory Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration" [YouTube Link](https://youtube.com/watch?v=m6wyB-Hm3j0) 2020-11-05T05:09Z 13.1K followers, 12.5K engagements "7. Databricks Delta Lake Time Travel & Versioning Restore and Vacuum Explained with Internals In this Databricks session we explore Delta Lake Time Travel Versioning Restore and Vacuum in detail and understand how Delta Lake maintains historical data safely and efficiently. This class explains how you can query old versions of data restore tables to a previous state and clean up obsolete files using VACUUM all while preserving ACID guarantees. These concepts are extremely important for production pipelines data recovery and Databricks interviews. 🔍 Topics Covered in This Session 🔹 Delta" [YouTube Link](https://youtube.com/watch?v=nPgyplxoE_o) 2026-01-02T07:20Z 13.1K followers, [---] engagements "5. Azure Data Factory Tutorial Create Your First Real Pipeline Using Copy Activity Explained Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a very important session where we create our FIRST REAL DATA PIPELINE using Copy Activity in Azure Data Factory. In this session we move actual data from Source to Sink step by step after understanding all the required concepts in previous sessions. 🔍 Topics Covered in This Session: ✔ What is Copy" [YouTube Link](https://youtube.com/watch?v=pCbWCniKeTg) 2026-01-09T07:54Z 13.1K followers, [---] engagements "25. Python Introduction for Databricks Key Features Identifiers Keywords Installation & Demo 🚀 Welcome to CloudPandith Trainings In this session we begin our Databricks course with a strong foundation in Python the most widely used programming language in data engineering analytics and machine learning. We cover essential Python fundamentals history versions features identifiers and keywordsfollowed by real-time demos from installation to writing Python code locally. This session is perfect for beginners non-programmers and anyone starting their Databricks or PySpark journey. 🔍 Topics" [YouTube Link](https://youtube.com/watch?v=pjBJ1ax4_3I) 2025-11-18T09:58Z 13K followers, [---] engagements "Azure Data Factory Copy Data from Azure SQL Database to BLOB in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Data Types in SQL Table Syntax and examples Stored Procedure and examples Estimations Prerequisites Required Resources Demo How to create sql database How to create Tables How to create Stored Procedures How to Create Blob Storage Create Azure Data Factory V2 Create Linked Service using" [YouTube Link](https://youtube.com/watch?v=rdOLCSib5o8) 2020-11-16T05:36Z 13.1K followers, [----] engagements "Azure Data Factory Overwrite and Append Modes in Copy Activity in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Data Types in SQL Table Syntax and examples Stored Procedure and examples Estimations Prerequisites Required Resources Demo How to create sql database How to create Tables How to create Stored Procedures Create Azure Data Factory V2 Create Linked Service for Azure SQL Database using" [YouTube Link](https://youtube.com/watch?v=uh0IvbebJeM) 2020-11-13T06:48Z 13.1K followers, [----] engagements "Azure Data Factory Copy Activity Performance Tuning in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Dynamic Solution parameters Data flow diagram Estimations Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration Runtime Create multiple datasets Create Pipeline Debug" [YouTube Link](https://youtube.com/watch?v=vQl87DJRyeQ) 2020-11-09T04:43Z 13.1K followers, 11.3K engagements "Azure Data Factory Integration runtime in azure data factory Azure IR Self-Hosted IR know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video What is integration runtime What are the different types of Integration Runtimes(IR) What is Azure IR What is Self-Hosted IR What is SSIS IR Which integration runtime should I use Integration runtime location What is auto-resolve integration runtime Determining which IR to use Overview Diagram" [YouTube Link](https://youtube.com/watch?v=wyx-77Ll_-8) 2020-11-02T11:52Z 13.1K followers, [----] engagements "Azure Data Factory Get File Names from Folder Dynamically in Azure Data Factory JSON to CSV know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Dynamic Solution parameters Data flow diagram Estimations Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration Runtime Create multiple datasets Create" [YouTube Link](https://youtube.com/watch?v=xerAYqQS7iE) 2020-11-07T05:01Z 13.1K followers, [----] engagements "16. Azure Data Factory Incremental Load using File-Based Watermark (JSON) ADF Session [--] Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple" [YouTube Link](https://youtube.com/watch?v=0QRV9UMqqMc) 2026-01-31T05:05Z 13.2K followers, [---] engagements "20. Ingest REST API Data to ADLS Gen2 Using Azure Data Factory Real-Time API Ingestion In this video you will learn how to ingest REST API data into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time REST API ingestion use case where latest news data is fetched from an external API and stored securely in ADLS Gen2 for analytics and downstream processing. Topics covered in this video: REST API ingestion using Azure Data Factory How to read JSON data from REST API in ADF Secure and scalable data landing in ADLS Gen2 Real-time API ingestion use" [YouTube Link](https://youtube.com/watch?v=2bp33aRhOjc) 2026-02-08T17:52Z 13.3K followers, [---] engagements "ADF or Databricks The Answer Will Surprise You 🔥 Azure Data Factory vs Databricks - Which tool should YOU use 🤔 Stop using the wrong Azure tool In this 60-second guide I break down: ✅ Azure Data Factory (ADF) - Low-code ETL orchestrator ✅ Databricks - Code-first Data + AI platform ✅ When to use each tool ✅ Pro Tip: How to use them TOGETHER 🚀 Perfect for Data Engineers Cloud professionals and anyone preparing for Azure interviews 🎓 Cloudpandith Training Institute Azure Data Engineering Advance your career by learning MS Azure Data Engineering from real-time industry experts with live" [YouTube Link](https://youtube.com/watch?v=4xVQSQ9-WQM) 2026-02-05T09:23Z 13.3K followers, [---] engagements "22. Token-Based REST API Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to ingest data from a token-based REST API into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time industry scenario where a Bearer Token is generated dynamically using Web Activity and passed securely to a REST API in Copy Activity. Topics covered in this video: Token-based REST API authentication What is Bearer Token and how it works Generate Bearer Token using Web Activity Pass token dynamically in Copy Activity header Call secured" [YouTube Link](https://youtube.com/watch?v=6DXWOtyQdGs) 2026-02-13T10:44Z 13.4K followers, [---] engagements "Databricks Demo for Beginners End-to-End DLT Pipeline with Auto Loader & SCD Type [--] Databricks demo class for beginners explaining what Databricks is why it is required for big data and how to build an end-to-end Delta Live Tables (DLT) pipeline using Auto Loader and SCD Type [--]. In this Databricks demo session we covered core big data concepts limitations of traditional databases and Hadoop and demonstrated a real-time end-to-end DLT pipeline using Auto Loader for incremental ingestion and Slowly Changing Dimension Type [--] (SCD2) for handling data history." [YouTube Link](https://youtube.com/watch?v=6h1LaoRSekg) 2026-02-08T05:01Z 13.3K followers, [---] engagements "Azure Data Factory Handling Bad Records in [--] TB Data Load Real-Time Scenario Welcome to CloudPandith Training and Placement. In this session we discuss a real-time Azure Data Factory production scenario. Scenario: You have [--] TB of data with billions of records to load into SQL Database. You already know some records are invalid or incompatible with the target table. Solution: Use Copy Activity for high-volume data loads Enable Fault Tolerance in Copy Activity Skip incompatible rows Redirect bad records to Blob Storage Load valid records into SQL Database without pipeline failure This is a" [YouTube Link](https://youtube.com/watch?v=B6tLRUaCQIA) 2026-01-28T10:47Z 13.2K followers, [----] engagements "2. Azure Data Factory Architecture Explained Components Integration Runtime Pipelines ETL Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we explain Azure Data Factory Architecture in a very simple and beginner-friendly way. This session focuses on understanding the core building blocks of ADF before moving to hands-on. 🔍 Topics Covered: ✔ What is Azure Data Factory architecture ✔ High-level ADF architecture ✔ Pipeline explained" [YouTube Link](https://youtube.com/watch?v=Ehyg3ZMcZm8) 2026-01-03T04:34Z 13.2K followers, [---] engagements "17. REST vs HTTP Connector in ADF When to Use REST &HTTP Connectors Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the clear difference between REST Connector and HTTP Connector in Azure Data Factory (ADF) with real-time scenarios. This is one of the most confusing topics for ADF beginners and a very common interview question. Many" [YouTube Link](https://youtube.com/watch?v=FqhBus3haqQ) 2026-02-02T16:38Z 13.3K followers, [---] engagements "7. ADF Triggers Explained Schedule vs Tumbling vs Event Trigger Azure Data Factory Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we focus on AUTOMATION in Azure Data Factory. Manual pipeline runs are not scalable in real projects. Thats why every production ADF pipeline uses triggers. This session explains triggers from scratch in a beginner-friendly way. 🔍 Topics Covered in This Session: ✔ Why manual pipeline runs" [YouTube Link](https://youtube.com/watch?v=RE3U3qEfCIA) 2026-01-13T08:17Z 13.3K followers, [---] engagements "9. Tumbling Window Trigger in ADF Incremental Load Design Pattern Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Azure Data Factory Beginner Playlist: https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement INCREMENTAL DATA LOAD using Tumbling Window Trigger in Azure Data Factory. Incremental data processing is a critical requirement in real-time and production-grade data engineering projects. This video explains the concept clearly and also demonstrates how Tumbling Window Trigger ensures" [YouTube Link](https://youtube.com/watch?v=TsM7PKyjNho) 2026-01-17T07:31Z 13.3K followers, [---] engagements "15. Skip Copy Activity When No Data in ADF Lookup + IF Condition Incremental Load Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to SKIP the Copy Activity in Azure Data Factory (ADF) when no new or incremental data exists in the source. This is a critical real-time and enterprise design pattern that avoids unnecessary pipeline executions reduces Azure cost" [YouTube Link](https://youtube.com/watch?v=Twvj6YFmII8) 2026-01-29T08:12Z 13.2K followers, [---] engagements "13. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI -------------------------------------------------- In this session you will learn Delta (Incremental) Data Loading using Watermark in Azure Data Factory (ADF). This is a real-time production-grade incremental load pattern widely used in" [YouTube Link](https://youtube.com/watch?v=U86eFO_1oeU) 2026-01-25T04:30Z 13.3K followers, [---] engagements "4. ADF Pipelines and Activities Explained Azure Data Factory Beginner ETL Tutorial Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take a deep dive into the core concepts of Azure Data Factory: Pipelines and Activities. This session focuses on understanding how orchestration works in real-world projects before moving into hands-on Copy Activity pipelines. 🔍 Topics Covered in This Session: ✔ What is a Pipeline in" [YouTube Link](https://youtube.com/watch?v=URPOmUawVlM) 2026-01-07T06:25Z 13.3K followers, [---] engagements "21. Incremental REST API Data Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to perform incremental REST API data ingestion into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session explains a real-time incremental API ingestion pattern where only new data is fetched using time-based parameters instead of loading full historical data every day. Topics covered in this video: Incremental REST API ingestion using Azure Data Factory Difference between full load and incremental load Why full load is expensive and inefficient" [YouTube Link](https://youtube.com/watch?v=UTRn6AO7HLE) 2026-02-10T18:07Z 13.4K followers, [---] engagements "16. ADF Incremental Load Using File Based Watermark JSON Azure Data Factory ETL Design Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple" [YouTube Link](https://youtube.com/watch?v=UzrH7fKUm84) 2026-01-31T14:55Z 13.3K followers, [---] engagements "1. Automate Azure Synapse Analytics Pipeline #SynapseAnalytics#SynapseTutorial #AzureSynapse know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn in this video How to create azure synapse analytics A quick tour on Azure Synapse studio How to copy data from sqldb to data lake gen2 using synapse studio pipeline How to apply data transformations using synapse studio spark notebook How to convert csv file to json file using synapse studio spark notebook How to copy data" [YouTube Link](https://youtube.com/watch?v=ZCRy0j4y-9o) 2020-10-09T08:33Z 13.2K followers, 19.2K engagements "18. How to Implement Upsert Using Copy Activity & MERGE in Azure Data Factory Real-Time Project Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how real-time enterprise projects implement advanced logic in Azure Data Factory using Copy Activity and Stored Procedure (MERGE). Many beginners directly copy data into final SQL tables which works only for demos NOT" [YouTube Link](https://youtube.com/watch?v=eCV-Pm6EB0w) 2026-02-04T10:09Z 13.3K followers, [---] engagements "12. ADF Incremental Load Design Patterns Watermark Tumbling CDC in Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Incremental Load Design Patterns in Azure Data Factory (ADF) that are widely used in real-world and production-grade data engineering projects. Incremental load is mandatory in modern data pipelines to handle large data volumes efficiently. This session" [YouTube Link](https://youtube.com/watch?v=kpDCESpyic4) 2026-01-23T08:26Z 13.3K followers, [---] engagements "ADF End-to-End Data Flow Explain Ingestion Project Flow Step By Step #AzureDataFactory #ADF #DataEngineering #cloudpandith Welcome to Day [--] of Azure Data Factory learning series 🚀 In todays session we explain the end-to-end data flow in Azure Data Factory using a real-time use case. Use case covered: Move CSV data from Azure Blob Storage to Azure SQL Database using Azure Data Factory. In this session you will understand: - CSV File in Blob Storage - Blob Linked Service - Blob Dataset (Source Dataset) - Copy Activity in Pipeline - Sink Dataset - SQL DB Linked Service - Loading data into Azure" [YouTube Link](https://youtube.com/watch?v=zkt5BC-Ztko) 2026-01-28T07:00Z 13.2K followers, [---] engagements "22. Token-Based REST API Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to ingest data from a token-based REST API into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time industry scenario where a Bearer Token is generated dynamically using Web Activity and passed securely to a REST API in Copy Activity. Topics covered in this video: Token-based REST API authentication What is Bearer Token and how it works Generate Bearer Token using Web Activity Pass token dynamically in Copy Activity header Call secured" [YouTube Link](https://youtube.com/watch?v=6DXWOtyQdGs) 2026-02-13T10:44Z 13.4K followers, [---] engagements "21. Incremental REST API Data Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to perform incremental REST API data ingestion into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session explains a real-time incremental API ingestion pattern where only new data is fetched using time-based parameters instead of loading full historical data every day. Topics covered in this video: Incremental REST API ingestion using Azure Data Factory Difference between full load and incremental load Why full load is expensive and inefficient" [YouTube Link](https://youtube.com/watch?v=UTRn6AO7HLE) 2026-02-10T18:07Z 13.4K followers, [---] engagements "20. Ingest REST API Data to ADLS Gen2 Using Azure Data Factory Real-Time API Ingestion In this video you will learn how to ingest REST API data into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time REST API ingestion use case where latest news data is fetched from an external API and stored securely in ADLS Gen2 for analytics and downstream processing. Topics covered in this video: REST API ingestion using Azure Data Factory How to read JSON data from REST API in ADF Secure and scalable data landing in ADLS Gen2 Real-time API ingestion use" [YouTube Link](https://youtube.com/watch?v=2bp33aRhOjc) 2026-02-08T17:52Z 13.3K followers, [---] engagements "Databricks Demo for Beginners End-to-End DLT Pipeline with Auto Loader & SCD Type [--] Databricks demo class for beginners explaining what Databricks is why it is required for big data and how to build an end-to-end Delta Live Tables (DLT) pipeline using Auto Loader and SCD Type [--]. In this Databricks demo session we covered core big data concepts limitations of traditional databases and Hadoop and demonstrated a real-time end-to-end DLT pipeline using Auto Loader for incremental ingestion and Slowly Changing Dimension Type [--] (SCD2) for handling data history." [YouTube Link](https://youtube.com/watch?v=6h1LaoRSekg) 2026-02-08T05:01Z 13.3K followers, [---] engagements "19. Incremental Load Using Watermark + MERGE in Azure Data Factory (ADF Real-Time Pattern) Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the MOST COMMON real-time incremental load pattern used in Azure Data Factory projects: 👉 Incremental Load using Watermark + MERGE (Upsert Logic) Almost every production data pipeline uses this design to efficiently load" [YouTube Link](https://youtube.com/watch?v=d4SoahmW6Qc) 2026-02-06T11:25Z 13.4K followers, [---] engagements "31. Databricks Interview Questions Spark Performance Optimization Broadcast Join AQE & Delta Prepare for Databricks and Data Engineer interviews with this in-depth session on Spark Performance Optimization. In this video we cover real-world optimization techniques used in Databricks projects explained in a simple and interview-oriented manner. This session focuses on how to improve Spark and Delta Lake performance using file optimization joins partitioning strategies caching incremental loads and modern Spark features like Adaptive Query Execution (AQE)." [YouTube Link](https://youtube.com/watch?v=tH0YDJ_8c0Q) 2026-02-06T04:56Z 13.4K followers, [---] engagements "ADF or Databricks The Answer Will Surprise You 🔥 Azure Data Factory vs Databricks - Which tool should YOU use 🤔 Stop using the wrong Azure tool In this 60-second guide I break down: ✅ Azure Data Factory (ADF) - Low-code ETL orchestrator ✅ Databricks - Code-first Data + AI platform ✅ When to use each tool ✅ Pro Tip: How to use them TOGETHER 🚀 Perfect for Data Engineers Cloud professionals and anyone preparing for Azure interviews 🎓 Cloudpandith Training Institute Azure Data Engineering Advance your career by learning MS Azure Data Engineering from real-time industry experts with live" [YouTube Link](https://youtube.com/watch?v=4xVQSQ9-WQM) 2026-02-05T09:23Z 13.3K followers, [---] engagements "18. How to Implement Upsert Using Copy Activity & MERGE in Azure Data Factory Real-Time Project Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how real-time enterprise projects implement advanced logic in Azure Data Factory using Copy Activity and Stored Procedure (MERGE). Many beginners directly copy data into final SQL tables which works only for demos NOT" [YouTube Link](https://youtube.com/watch?v=eCV-Pm6EB0w) 2026-02-04T10:09Z 13.3K followers, [---] engagements "17. REST vs HTTP Connector in ADF When to Use REST &HTTP Connectors Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the clear difference between REST Connector and HTTP Connector in Azure Data Factory (ADF) with real-time scenarios. This is one of the most confusing topics for ADF beginners and a very common interview question. Many" [YouTube Link](https://youtube.com/watch?v=FqhBus3haqQ) 2026-02-02T16:38Z 13.3K followers, [---] engagements "16. ADF Incremental Load Using File Based Watermark JSON Azure Data Factory ETL Design Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple" [YouTube Link](https://youtube.com/watch?v=UzrH7fKUm84) 2026-01-31T14:55Z 13.3K followers, [---] engagements "15. Skip Copy Activity When No Data in ADF Lookup + IF Condition Incremental Load Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to SKIP the Copy Activity in Azure Data Factory (ADF) when no new or incremental data exists in the source. This is a critical real-time and enterprise design pattern that avoids unnecessary pipeline executions reduces Azure cost" [YouTube Link](https://youtube.com/watch?v=Twvj6YFmII8) 2026-01-29T08:12Z 13.2K followers, [---] engagements "Azure Data Factory Handling Bad Records in [--] TB Data Load Real-Time Scenario Welcome to CloudPandith Training and Placement. In this session we discuss a real-time Azure Data Factory production scenario. Scenario: You have [--] TB of data with billions of records to load into SQL Database. You already know some records are invalid or incompatible with the target table. Solution: Use Copy Activity for high-volume data loads Enable Fault Tolerance in Copy Activity Skip incompatible rows Redirect bad records to Blob Storage Load valid records into SQL Database without pipeline failure This is a" [YouTube Link](https://youtube.com/watch?v=B6tLRUaCQIA) 2026-01-28T10:47Z 13.2K followers, [----] engagements "ADF End-to-End Data Flow Explain Ingestion Project Flow Step By Step #AzureDataFactory #ADF #DataEngineering #cloudpandith Welcome to Day [--] of Azure Data Factory learning series 🚀 In todays session we explain the end-to-end data flow in Azure Data Factory using a real-time use case. Use case covered: Move CSV data from Azure Blob Storage to Azure SQL Database using Azure Data Factory. In this session you will understand: - CSV File in Blob Storage - Blob Linked Service - Blob Dataset (Source Dataset) - Copy Activity in Pipeline - Sink Dataset - SQL DB Linked Service - Loading data into Azure" [YouTube Link](https://youtube.com/watch?v=zkt5BC-Ztko) 2026-01-28T07:00Z 13.2K followers, [---] engagements "14. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement Incremental Load in Azure Data Factory WITHOUT using a watermark (metadata) table. This is a simplified and beginner-friendly incremental load design pattern where we use Lookup Activity to fetch the last processed value directly from the target table and then use" [YouTube Link](https://youtube.com/watch?v=TnQC0ZdMg6E) 2026-01-27T09:40Z 13.4K followers, [---] engagements "Delta Live Tables Databricks Project DLT Step by Step Crack Data Engineer Interviews [----] Welcome to todays Databricks Delta Live Tables (DLT) session 🚀 In this session I explained how to create a Delta Live Tables pipeline using a Python file instead of notebooks which is the recommended approach by Databricks for building scalable and production-ready DLT pipelines. You will also understand the complete Delta Live Tables Pipeline UI including all four important views and the latest recommended way of defining pipelines using import pipeline as dp instead of the older @dlt.table syntax." [YouTube Link](https://youtube.com/watch?v=9vk4mLpDV24) 2026-01-27T05:40Z 13.4K followers, [---] engagements "Databricks Course Roadmap [----] Next Batch Starts FebApr 🚀 Databricks Course Roadmap [----] 🚀 New Batches Announced CloudPandith presents end-to-end Databricks training designed for freshers working professionals and senior data engineers. -------------------------------------------------- Upcoming Databricks Batches [----] -------------------------------------------------- Databricks & Spark Beginner Start Date: Feb [--] [----] For: Freshers Databricks & Delta Intermediate Start Date: Mar [--] [----] For: [--] Years Experience Databricks & Delta Advanced Start Date: Apr [--] [----] For: Senior Engineers &" [YouTube Link](https://youtube.com/watch?v=8QCWQvkY-uI) 2026-01-25T07:38Z 13.2K followers, [---] engagements "13. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI -------------------------------------------------- In this session you will learn Delta (Incremental) Data Loading using Watermark in Azure Data Factory (ADF). This is a real-time production-grade incremental load pattern widely used in" [YouTube Link](https://youtube.com/watch?v=U86eFO_1oeU) 2026-01-25T04:30Z 13.3K followers, [---] engagements "Azure Data Engineer Roadmap [----] Complete Guide in [--] Minutes 🚀 Azure Data Engineer Roadmap [----] 🚀 In this video I explain the complete Azure Data Engineer roadmap for [----] in just [---] minutes. This roadmap is designed for beginners freshers and working professionals who want to start or transition into Azure Data Engineering. -------------------------------------------------- 🔹 Topics Covered in This Video: -------------------------------------------------- - Who is an Azure Data Engineer - Required prerequisites (SQL Python Data concepts) - Azure fundamentals for data engineers - Azure" [YouTube Link](https://youtube.com/watch?v=WHx6lEypOI0) 2026-01-23T15:39Z 13.2K followers, [---] engagements "12. ADF Incremental Load Design Patterns Watermark Tumbling CDC in Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Incremental Load Design Patterns in Azure Data Factory (ADF) that are widely used in real-world and production-grade data engineering projects. Incremental load is mandatory in modern data pipelines to handle large data volumes efficiently. This session" [YouTube Link](https://youtube.com/watch?v=kpDCESpyic4) 2026-01-23T08:26Z 13.3K followers, [---] engagements "11. Difference Between Schedule Tumbling Event Trigger in ADF Complete Comparison Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will clearly understand the difference between Schedule Trigger Tumbling Window Trigger and Event-Based Trigger in Azure Data Factory (ADF). Choosing the wrong trigger is one of the most common mistakes beginners make in real-time data engineering projects. This session" [YouTube Link](https://youtube.com/watch?v=NJa492SP32M) 2026-01-21T10:39Z 13.2K followers, [---] engagements "10. Event Based Trigger in ADF Real Time File Trigger Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Event-Based Triggers in Azure Data Factory (ADF) and understand how to automatically trigger pipelines when files arrive in Azure Storage. Event-Based Triggers are ideal for near real-time and event-driven data engineering pipelines where data arrival time is" [YouTube Link](https://youtube.com/watch?v=F6vFHKGcWh0) 2026-01-19T04:30Z 13.4K followers, [---] engagements "9. Tumbling Window Trigger in ADF Incremental Load Design Pattern Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Azure Data Factory Beginner Playlist: https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement INCREMENTAL DATA LOAD using Tumbling Window Trigger in Azure Data Factory. Incremental data processing is a critical requirement in real-time and production-grade data engineering projects. This video explains the concept clearly and also demonstrates how Tumbling Window Trigger ensures" [YouTube Link](https://youtube.com/watch?v=TsM7PKyjNho) 2026-01-17T07:31Z 13.3K followers, [---] engagements "8. Schedule Trigger in ADF Step by Step Automate Pipelines in Azure Data Factory Trigger Types Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take automation one step further by focusing on the **Schedule Trigger in Azure Data Factory**. In real-world projects pipelines must run automatically at fixed times (daily hourly weekly etc.). Schedule Triggers are the most commonly used triggers in production ADF pipelines. This" [YouTube Link](https://youtube.com/watch?v=ik1n9PDe8c0) 2026-01-15T04:30Z 13.1K followers, [---] engagements "8. Azure Data Factory ADLS Gen2 to ADLS Gen2 Lookup + ForEach + Copy (Metadata Driven) In this video we demonstrate a real-time Azure Data Factory (ADF) scenario to copy data from ADLS Gen2 to ADLS Gen2 using a metadata-driven approach. We use Lookup / Script activity to read configuration data and ForEach + Copy activity to dynamically copy multiple folders. This pattern is heavily used in enterprise Azure Data Engineering projects. 📌 Scenario Covered: Source : Azure Data Lake Storage Gen2 Sink : Azure Data Lake Storage Gen2 Tool : Azure Data Factory 📌 ADF Components Used: ✔ Linked" [YouTube Link](https://youtube.com/watch?v=kusdvEBv8tM) 2026-01-14T11:13Z 13.1K followers, [---] engagements "7. ADF Triggers Explained Schedule vs Tumbling vs Event Trigger Azure Data Factory Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we focus on AUTOMATION in Azure Data Factory. Manual pipeline runs are not scalable in real projects. Thats why every production ADF pipeline uses triggers. This session explains triggers from scratch in a beginner-friendly way. 🔍 Topics Covered in This Session: ✔ Why manual pipeline runs" [YouTube Link](https://youtube.com/watch?v=RE3U3qEfCIA) 2026-01-13T08:17Z 13.3K followers, [---] engagements "6. Azure Data Factory Copy Data from On-Prem SQL Server to ADLS Gen2 SHIR Setup In this video we demonstrate how to copy data from an On-Premise SQL Server to Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). We also cover the complete installation and configuration of SQL Server Express [----] and Self-Hosted Integration Runtime (SHIR) on a local laptop or computer. This session is part of our Azure Data Factory & Azure Data Engineering course and focuses on real-time enterprise integration scenarios. 📌 Topics covered in this session: ✔ What is On-Premise SQL Server ✔ What is Azure" [YouTube Link](https://youtube.com/watch?v=Dhh0PiMLG94) 2026-01-13T05:22Z 13.1K followers, [---] engagements "6. Azure Data Factory Cost Calculation & Optimization ADF Pricing Explained Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a VERY IMPORTANT session where we focus on Azure Data Factory COST PRICING and OPTIMIZATION. Many pipelines work correctly but fail in real projects because they are not cost-efficient. This session helps you avoid that mistake. 🔍 Topics Covered in This Session: ✔ Understand Azure Data Factory" [YouTube Link](https://youtube.com/watch?v=JYAY3y62euY) 2026-01-10T11:03Z 13.1K followers, [---] engagements "5. Azure Data Factory Tutorial Create Your First Real Pipeline Using Copy Activity Explained Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a very important session where we create our FIRST REAL DATA PIPELINE using Copy Activity in Azure Data Factory. In this session we move actual data from Source to Sink step by step after understanding all the required concepts in previous sessions. 🔍 Topics Covered in This Session: ✔ What is Copy" [YouTube Link](https://youtube.com/watch?v=pCbWCniKeTg) 2026-01-09T07:54Z 13.1K followers, [---] engagements "4. ADF Pipelines and Activities Explained Azure Data Factory Beginner ETL Tutorial Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take a deep dive into the core concepts of Azure Data Factory: Pipelines and Activities. This session focuses on understanding how orchestration works in real-world projects before moving into hands-on Copy Activity pipelines. 🔍 Topics Covered in This Session: ✔ What is a Pipeline in" [YouTube Link](https://youtube.com/watch?v=URPOmUawVlM) 2026-01-07T06:25Z 13.3K followers, [---] engagements "3. Create Azure Data Factory Step by Step Subscription Resource Group First Pipeline Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we build the Azure foundation required before creating real data pipelines. This session is specially designed for freshers and non-IT background learners. 🔍 Topics Covered: ✔ What is Azure Account ✔ What is Management Group ✔ What is Azure Subscription ✔ Types of Azure Subscriptions (Free" [YouTube Link](https://youtube.com/watch?v=gSC7oe1jwac) 2026-01-05T11:18Z 13.1K followers, [---] engagements "2. Azure Data Factory Architecture Explained Components Integration Runtime Pipelines ETL Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we explain Azure Data Factory Architecture in a very simple and beginner-friendly way. This session focuses on understanding the core building blocks of ADF before moving to hands-on. 🔍 Topics Covered: ✔ What is Azure Data Factory architecture ✔ High-level ADF architecture ✔ Pipeline explained" [YouTube Link](https://youtube.com/watch?v=Ehyg3ZMcZm8) 2026-01-03T04:34Z 13.2K followers, [---] engagements "7. Databricks Delta Lake Time Travel & Versioning Restore and Vacuum Explained with Internals In this Databricks session we explore Delta Lake Time Travel Versioning Restore and Vacuum in detail and understand how Delta Lake maintains historical data safely and efficiently. This class explains how you can query old versions of data restore tables to a previous state and clean up obsolete files using VACUUM all while preserving ACID guarantees. These concepts are extremely important for production pipelines data recovery and Databricks interviews. 🔍 Topics Covered in This Session 🔹 Delta" [YouTube Link](https://youtube.com/watch?v=nPgyplxoE_o) 2026-01-02T07:20Z 13.1K followers, [---] engagements "1. What is Azure Data Factory (ADF) Architecture Explained for Beginners ETL Pipelines IR Welcome to the Azure Data Factory (ADF) Beginner Course 🚀 This is Session [--] of the playlist: 👉 Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will understand WHY Azure Data Factory is required explained using real-world examples and very simple language. 🔍 Topics Covered: ✔ Real-world data problems ✔ Business requirements from data ✔ Traditional data movement approach ✔ Problems with traditional methods ✔" [YouTube Link](https://youtube.com/watch?v=DwZ6HLVmiMA) 2026-01-01T04:53Z 13.1K followers, [---] engagements "3. Databricks Managed vs External Tables Create Delta Tables Using DataFrame SQL & DeltaTable API Welcome to CloudPandith Databricks Course 🚀 In this session we clearly explain the difference between Managed Tables and External Tables in Databricks and how to create Delta tables using multiple approaches in real production environments. We also cover Delta Lake constraints such as PRIMARY KEY NOT NULL and CHECK which are frequently asked in Databricks interviews and critical for data quality enforcement. 🔍 Topics Covered in This Session 🔹 Managed Table vs External Table ✔ What is a Managed" [YouTube Link](https://youtube.com/watch?v=7-RcWFR7Ko0) 2025-12-24T06:18Z 13.1K followers, [---] engagements "3. Databricks Lakehouse Architecture Explained Delta Lake + Unity Catalog for Beginners 🔥 Welcome to Session [--] of the CloudPandith Databricks Series In this video you'll clearly understand the Databricks Lakehouse Architecture why it exists what problem it solves and how it combines Data Lakes + Data Warehouses. 🔍 Topics Covered: ✔ Why Data Lakes & Warehouses were separate ✔ Real-world issues with traditional architectures ✔ What the Lakehouse architecture solves ✔ Delta Lake Unity Catalog & Governance Layer ✔ How Lakehouse supports BI ML Streaming & Structured/Unstructured data 🏦 Real" [YouTube Link](https://youtube.com/watch?v=Mi-s0xZZzLc) 2025-11-21T05:55Z 13K followers, [---] engagements "25. Python Introduction for Databricks Key Features Identifiers Keywords Installation & Demo 🚀 Welcome to CloudPandith Trainings In this session we begin our Databricks course with a strong foundation in Python the most widely used programming language in data engineering analytics and machine learning. We cover essential Python fundamentals history versions features identifiers and keywordsfollowed by real-time demos from installation to writing Python code locally. This session is perfect for beginners non-programmers and anyone starting their Databricks or PySpark journey. 🔍 Topics" [YouTube Link](https://youtube.com/watch?v=pjBJ1ax4_3I) 2025-11-18T09:58Z 13K followers, [---] engagements "100. Get FREE Microsoft Certification Vouchers DP-900 DP-700 DP-600 PL-300 CloudPandith 🚀 BIG ANNOUNCEMENT from Microsoft Get **100% FREE certification exam vouchers** for **DP-900 DP-700 DP-600 and PL-300** through **Microsoft Fabric Data Days 2025** 🎓 In this video by CloudPandith Trainings youll learn: ✅ What is Microsoft Fabric Data Days ✅ How to enroll in Fabric Community events ✅ How to earn and claim your free exam voucher ✅ Which certifications are eligible (DP-900 DP-700 DP-600 PL-300) ✅ Key deadlines and preparation tips 💥 Offer valid till **December [--] 2025** Dont miss this" [YouTube Link](https://youtube.com/watch?v=SLdTDxApb_U) 2025-11-07T13:57Z 13.4K followers, [----] engagements "2. What is PySpark and Why Use It in Databricks PySpark Tutorial for Beginners 🔥 Welcome to CloudPandith Databricks Series In this video (Session 2) youll learn: ✅ What PySpark is ✅ Why PySpark is used in Databricks ✅ How it helps in processing large datasets quickly and efficiently 📘 Topics Covered: - Introduction to PySpark - Benefits of using PySpark in Databricks - Understanding Databricks clusters and scaling - Databricks + PySpark = Supercharged Data Processing 🚀 By the end of this session youll understand how PySpark simplifies big data processing using Python and why Databricks is" [YouTube Link](https://youtube.com/watch?v=FXj7vL1ks4U) 2025-11-07T07:37Z 13K followers, [---] engagements "1. How to Create Databricks Free Edition Account Step-by-Step Setup for Beginners 🚀 Learn how to create your Databricks Free Edition account in just a few minutes In this step-by-step tutorial you'll discover how to: ✅ Sign up for Databricks Free Edition ✅ Verify your account and access the workspace ✅ Create your first notebook and run a Spark command 📘 What youll learn: - What is Databricks Free Edition - How to use it for learning PySpark - How to explore data and build notebooks in the cloud 🔗 Start here: https://www.databricks.com/learn/free-edition 📚 Next Video: What is PySpark and" [YouTube Link](https://youtube.com/watch?v=DcXOuApqsbk) 2025-11-06T09:30Z 13.1K followers, [---] engagements "31&32. Introduction to Dataflows Dataflows Transformation Data Quality checks using dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=ZcrU9GQ2_Fg) 2025-10-17T05:46Z 12.9K followers, [---] engagements "26. Hands-On: Copy tables from multiple databases to ADLS using linked service parameters & Clean up know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=YksvKL4qWoc) 2025-10-14T04:42Z 12.9K followers, [---] engagements "77 .Databricks SQL Warehouse SQL Query Parameters Query Snippets & Templates Genie AI Chatbot know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com" [YouTube Link](https://youtube.com/watch?v=EZuuzAHZggg) 2025-10-10T05:01Z 12.9K followers, [---] engagements "19.Hands-On: Schedule ADF Pipelines (Minute Hourly Daily Weekly Monthly) & Use Multiple Triggers Azure Data Factory scheduling explained with a complete hands-on demo 🚀 In this session (ADF Course Session 19) you will learn how to schedule Azure Data Factory (ADF) pipelines using different time-based schedules such as minute hourly daily weekly and monthly and how to configure and manage multiple triggers for a single pipeline. This session focuses on real-time enterprise scheduling scenarios commonly used in production projects. -------------------------------------------------- 📌 What You" [YouTube Link](https://youtube.com/watch?v=shDgSZiFg1M) 2025-10-09T06:07Z 12.9K followers, [---] engagements "9. Hands-On : Multiple Tables Optimizing Incremental Data Load from Azure SQL DB to ADLS Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is incremental load Difference between full load and incremental load Incremental load pipeline flow and design How to copy multiple tables from Azure SQL Database to Data Lake Storage Incrementally How to maintain Last processed values for Each table dataset parameters and generic datasets Lookup Activity Copy Activity" [YouTube Link](https://youtube.com/watch?v=ekazFuI5mls) 2025-09-24T14:25Z 12.9K followers, [---] engagements "44. Hands-On : Fabric Delta Lake Features : Schema Enforcement Evaluation Time Travel CRUD Ops know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training" [YouTube Link](https://youtube.com/watch?v=vkhgZL8o9rU) 2025-09-08T05:13Z 12.9K followers, [---] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@cloudpandith Cloudpandith
Cloudpandith posts on YouTube about azure, data, engineering, tutorial the most. They currently have [------] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
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Social Influence
Social category influence technology brands stocks finance
Social topic influence azure #493, data, engineering, tutorial, adf, databricks #50, interview, real time #670, delta, scratch
Top accounts mentioned or mentioned by @gmailcom @activitylookup1outputfirstrowmaxlastmodifieddate @activitylastloadoutputfirstrowlastprocessedvalue @activitycurrentloadoutputfirstrowlatestwatermark @dlttable @activitylookupoutputfirstrow @activitylookupoutputvalue @itemsrccontainer @itemsrcsubfolder @activityscriptoutputresultsets0rows @greater
Top assets mentioned Microsoft Corp. (MSFT) FilesCoins Power Cu (FILECOIN) Synapse (SYN)
Top Social Posts
Top posts by engagements in the last [--] hours
"Delta Live Tables Databricks Project DLT Step by Step Crack Data Engineer Interviews [----] Welcome to todays Databricks Delta Live Tables (DLT) session 🚀 In this session I explained how to create a Delta Live Tables pipeline using a Python file instead of notebooks which is the recommended approach by Databricks for building scalable and production-ready DLT pipelines. You will also understand the complete Delta Live Tables Pipeline UI including all four important views and the latest recommended way of defining pipelines using import pipeline as dp instead of the older @dlt.table syntax."
YouTube Link 2026-01-27T05:40Z 13.4K followers, [---] engagements
"10. Event Based Trigger in ADF Real Time File Trigger Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Event-Based Triggers in Azure Data Factory (ADF) and understand how to automatically trigger pipelines when files arrive in Azure Storage. Event-Based Triggers are ideal for near real-time and event-driven data engineering pipelines where data arrival time is"
YouTube Link 2026-01-19T04:30Z 13.4K followers, [---] engagements
"100. Get FREE Microsoft Certification Vouchers DP-900 DP-700 DP-600 PL-300 CloudPandith 🚀 BIG ANNOUNCEMENT from Microsoft Get 100% FREE certification exam vouchers for DP-900 DP-700 DP-600 and PL-300 through Microsoft Fabric Data Days 2025 🎓 In this video by CloudPandith Trainings youll learn: ✅ What is Microsoft Fabric Data Days ✅ How to enroll in Fabric Community events ✅ How to earn and claim your free exam voucher ✅ Which certifications are eligible (DP-900 DP-700 DP-600 PL-300) ✅ Key deadlines and preparation tips 💥 Offer valid till December [--] 2025 Dont miss this"
YouTube Link 2025-11-07T13:57Z 13.4K followers, [----] engagements
"14. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement Incremental Load in Azure Data Factory WITHOUT using a watermark (metadata) table. This is a simplified and beginner-friendly incremental load design pattern where we use Lookup Activity to fetch the last processed value directly from the target table and then use"
YouTube Link 2026-01-27T09:40Z 13.4K followers, [---] engagements
"19. Incremental Load Using Watermark + MERGE in Azure Data Factory (ADF Real-Time Pattern) Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the MOST COMMON real-time incremental load pattern used in Azure Data Factory projects: 👉 Incremental Load using Watermark + MERGE (Upsert Logic) Almost every production data pipeline uses this design to efficiently load"
YouTube Link 2026-02-06T11:25Z 13.4K followers, [---] engagements
"31. Databricks Interview Questions Spark Performance Optimization Broadcast Join AQE & Delta Prepare for Databricks and Data Engineer interviews with this in-depth session on Spark Performance Optimization. In this video we cover real-world optimization techniques used in Databricks projects explained in a simple and interview-oriented manner. This session focuses on how to improve Spark and Delta Lake performance using file optimization joins partitioning strategies caching incremental loads and modern Spark features like Adaptive Query Execution (AQE)."
YouTube Link 2026-02-06T04:56Z 13.4K followers, [---] engagements
"28. Hands-On: Connect to Blob Storage Numerical FunctionsGrouping and Aggregating in Dataflow Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Problem Statement Solution with Microsoft Fabric Microsoft Fabric IAAS PAAS and SAAS Components Microsoft Fabric SAAS Components What is Microsoft Fabric Microsoft Fabric Architecture Microsoft fabric components General Terminology Microsoft Fabric is a unified data analytics platform one product one experience one"
YouTube Link 2025-08-16T10:30Z 12.8K followers, [--] engagements
"1. Hands-On: Introduction to Data Engineering (ETL) - Introduction to Azure Databricks & Spark New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: What is Azure Data"
YouTube Link 2025-03-04T15:59Z 12.5K followers, [---] engagements
"24. Hands-On : Microsoft Fabric : Create shortcuts for Datawarehouse tables and Lakehouse Tables #microsoftfabric #fabric #azurefabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2024-01-27T03:00Z 12.9K followers, [---] engagements
"5. Hands-On : Copying Data from REST API to ADLS with Bearer Token Authentication Step-By-Step Rest URL : http://restapi.adequateshop.com/api/userspage=1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one"
YouTube Link 2023-09-04T02:30Z 12.6K followers, [----] engagements
"1. Hands-On: Azure Databricks architecture : Databricks Introduction Creating Clusters Notebooks New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit : www.cloudpandith.com What we will learn: Quick Recap of"
YouTube Link 2025-08-31T06:35Z 12.9K followers, [---] engagements
"67. Hands-On: Orchestrating Databricks Notebooks with ADF: Scheduling and Storing Logs in DB Table know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Azure Data factory integration with Azure Databricks Mount data lake storage Gen2 in Databricks Call Databricks notebook from ADF V2 Pipeline Configure set variable activity Pass inputs to databricks notebooks reading databricks notebook output Configure notebook activity Create logs tables and stored procedure"
YouTube Link 2025-07-04T10:04Z 12.8K followers, [---] engagements
"2. Hands-On: Fabric Copy Multiple Folders from Azure Data Lake Storage Gen2 to Lakehouse know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training"
YouTube Link 2025-09-08T05:09Z 12.9K followers, [--] engagements
"18. Hands-On : How to Copy Data with Pattern Matching Wildcard file from Blob to Blob Step-By-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Answers: Q1). B Q2). B Q3). A Q4). C Azure Data Factory Master Program Video Links [--]. Introduction to Azure Data Factory 1.IntroductiontoAzureDataFactory [--]. Key features of Azure Data Factory 2.KeyfeaturesofAzureDataFactory 3.Why Azure Data Factory with Real Time Scenario Functional Scenarios Technical Scenarios"
YouTube Link 2023-08-13T05:35Z 10.5K followers, [--] engagements
"61. Hands-On: Microsoft Fabric : OneLake vs warehouse in Fabric Install OneLake File Explorer #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Introduction to OneLake Key Features and Benefits of OneLake Introduction to warehouse Difference b/w warehouse vs Lakehouse SQL analytics endpoint Lakehouse vs warehouse Hands-On : Install OneLake File Explorer Hands-On :Connect to OneLake from OneLake File Explorer Hands-On : Install Azure Data Studio Hands-On :"
YouTube Link 2025-03-05T04:02Z 12.5K followers, [--] engagements
"1. Hands-On: ADF Project End-to-End Azure Data Engineering - Copy Data from Source Blob to Sink Blob Azure Data Factory (ADF) is a cloud-based data integration service from Microsoft that allows you to create schedule and orchestrate data workflows at scale. It is primarily used to build complex data pipelines for Extract Transform and Load (ETL) or Extract Load and Transform (ELT) processes. These pipelines can ingest data from various sources transform it into usable formats and load it into destination systems like data warehouses data lakes or other storage systems. What we will learn:"
YouTube Link 2024-09-09T05:05Z 12K followers, [--] engagements
"43. Hands-On : Managed Table vs External Table Delta Utils & Table Constraints know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training machine"
YouTube Link 2025-09-08T05:08Z 12.9K followers, [--] engagements
"4. Hands-On: Quick tour on Notebook options Connect blob storage using spark session in notebook know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run"
YouTube Link 2025-08-31T11:24Z 12.9K followers, [--] engagements
"45. Hands-On: Synapse Project : Event Based Triggers in Azure Synapse Event Trigger Properties know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to trigger pipeline when new file uploaded into azure storage account (blob created) How to trigger pipeline on file deleted from azure storage account (blob deleted) How to avoid running pipeline when file size is [--] bytes in azure storage account How to copy data from blob Storage to ADLSGen2 How to use event trigger"
YouTube Link 2025-06-10T04:39Z 12.7K followers, [--] engagements
"Lab : [--] : Application load balancer aws Path based routing ALB aws configurations ALB-2020 know about trainer - https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 8904424822"
YouTube Link 2020-05-21T04:16Z 12.7K followers, [---] engagements
"49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a"
YouTube Link 2024-11-26T04:30Z 12.2K followers, [---] engagements
"Databricks Workshop : Read data from data lake & write to SQL DB Read from sql db & Write to ADLS"
YouTube Link 2025-04-22T18:30Z 12.7K followers, [---] engagements
"53. Hands-On: Synapse Project : Create Spark Pool Create Synapse Notebook Read & Write ADLS data know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Apache spark for synapse Synapse notebooks Introduction Synapse notebooks key features Synapse notebooks usecases Introduction to mssparkutils Mount ADLSGen2 in Synapse notebooks Create Spark Pool Create synapse notebook Interactive Development: Write and execute code in cells enabling step-by-step exploration and iterative"
YouTube Link 2024-11-28T04:30Z 12.2K followers, [--] engagements
"19. Hands-On : Unzip .zip .gz files using Copy activity in ADF Optimal vs Fastest Step-By-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Answers: Q1). C Q2). D Q3). B Q4). A Q5). B Azure Data Factory Master Program Video Links [--]. Introduction to Azure Data Factory https://youtu.be/T9W61AfnqYU [--]. Key features of Azure Data Factory https://youtu.be/6oVmEvaAHqY 3.Why Azure Data Factory with Real Time Scenario Functional Scenarios Technical Scenarios https://youtu.be/lo22bsXcpZQ"
YouTube Link 2023-08-14T07:00Z 12.1K followers, [---] engagements
"11. Hands-On: Copy Incremental Files from SFTP to Lakehouse Using Fabric Data Pipeline Incremental know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for"
YouTube Link 2025-09-08T05:10Z 12.9K followers, [--] engagements
"50. Hands-On: Synapse Project : Copying Data from SFTP to SQL DB Key Vault Logic App for Alerts know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy Data From SFTP to Azure SQL Database How can I create a Linked Service to SFTP by securely retrieving the password from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault How to Send Notification When Pipeline execution succeeded"
YouTube Link 2024-12-20T04:30Z 12.3K followers, [---] engagements
"8. Hands-On : Microsoft Fabric Get File Names from Lakehouse source folder to Sink dynamically #microsoftfabric #fabric #azurefabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2024-01-11T03:00Z 12.9K followers, [----] engagements
"77 .Databricks SQL Warehouse SQL Query Parameters Query Snippets & Templates Genie AI Chatbot know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-10T05:01Z 12.9K followers, [---] engagements
"31. Hands-On: ADF Project : Clean Up Small and Old Files in ADF Remove Files Under Size and Date know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Delete files which are having less than [---] bytes Delete files which are having less than [---] bytes Delete files which are older then 5mins Delete files which are older than one day Delete files which are older than one week How to recover deleted files from storage account How to enable soft delete in storage account How to"
YouTube Link 2024-12-17T04:30Z 12.2K followers, [--] engagements
"3. Hands-On: Working with Databricks Notebooks : Scheduling & Share Notebooks Using Workflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run specific"
YouTube Link 2025-08-31T11:23Z 12.9K followers, [---] engagements
"52. Hands-On: Synapse Project: Spark Joins - Inner Left RightFull Joins Spark Transformation-2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Joins overview Inner join Left join Right join Full join Left semi join Left anti join Cross join Join definitions Advanced joins Interview Questions on Joins Interactive Development: Write and execute code in cells enabling step-by-step exploration and iterative development. Built-in Apache Spark: Utilize Apache Spark for"
YouTube Link 2025-06-16T05:25Z 12.7K followers, [--] engagements
"38. Hands-On: Databricks Project: Drop Duplicates Filter Records Select &Rename Columns in spark know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Sparkcontext vs single user Sparksession vs multiple user Spark modules and objects Create sparksession and sparkcontext Different ways to create dataframe Read dataframe Select columns from dataframe Remove duplicates from dataframe Filter records from dataframe Or operator from dataframe And operator from dataframe in"
YouTube Link 2025-08-25T04:30Z 12.8K followers, [--] engagements
"7. Hands-On : How to pass Bearer Token from web activity to copy activity in Azure Data Factory know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one project1 ADF from another project2 ADF with pipeline"
YouTube Link 2023-09-06T02:30Z 12.1K followers, [----] engagements
"3. Hands-On: Working with Databricks Notebooks : Scheduling & Share Notebooks Using Workflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run specific"
YouTube Link 2025-08-31T11:24Z 12.9K followers, [--] engagements
"14. Interview Question : Databricks Spark Delta : Check the Count of Null Values in Each Column know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q14 ### Problem: Find the Number of Null Values in Each Column Given a table with columns: name age gender and salary we need to count the number of null values in each of these columns. #### Input Table name age gender salary ------------------------------- John [--] M [----] Alice null F null Bob null null null null"
YouTube Link 2025-01-18T04:30Z 12.7K followers, [---] engagements
"39. Hands-On: ADF Project : Implementing Pivot and Unpivot Transformations & Schedule in Dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to perform pivot Transformation How to perform unpivot Transformation Source Transformation Pivot Transformation Unpivot Transformation Derive column Transformation Sort Transformations Sink Transformation In Azure Data Factory (ADF) triggers are used to execute pipelines automatically based on specific conditions or"
YouTube Link 2024-11-01T02:42Z 12.1K followers, [--] engagements
"41. Hands-On: ADF Project : ADF integration with Databricks - Schedule a Databricks Notebook in ADF know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Azure Data factory integration with Azure Databricks Mount data lake storage Gen2 in Databricks Call Databricks notebook from ADF V2 Pipeline Configure set variable activity Pass inputs to databricks notebooks reading databricks notebook output Configure notebook activity Create logs tables and stored procedure Configure"
YouTube Link 2024-12-02T04:30Z 12.2K followers, [--] engagements
"40. Hands-On : Mastering Joins : From Basics to Advanced Scenarios Interview Question & Answers know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for"
YouTube Link 2025-09-02T05:38Z 12.9K followers, [--] engagements
"1. Hands-On: Microsoft Fabric : Introduction to Microsoft Fabric Fabric Architecture & Components know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Problem Statement Solution with Microsoft Fabric Microsoft Fabric IAAS PAAS and SAAS Components Microsoft Fabric SAAS Components What is Microsoft Fabric Microsoft Fabric Architecture Microsoft fabric components General Terminology Microsoft Fabric is a unified data analytics platform one product one experience one"
YouTube Link 2025-07-14T05:37Z 12.8K followers, [---] engagements
"53. Hands-On: Delta Lake : Delta Lake Features : Change Data Feed with structured streaming in delta know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Current challenges with data Solve data challenges with CDF When to use CDF and when we should not use CDF What is Change Data Feed Change data feed usecases Syntax to enable Change data feed on table Create Audit Trail table using CDF Create Gold table using CDF Silver & Gold Tables: We can efficiently update these"
YouTube Link 2025-03-01T02:00Z 12.5K followers, [--] engagements
"4. Interview Question : Databricks Spark Delta : Extract & Review Duplicate Rows with row_number know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Q4 #### What is the row_number() function in PySpark and how does it help in finding duplicates ### Input Data: id name age --- ----- --- [--] Alice [--] [--] Bob [--] [--] Alice [--] [--] David [--] [--] Bob [--] [--] Alice [--] ### Output Data (After Removing Duplicates): id name age --- ----- --- [--] Alice [--] [--] Bob [--] [--] Alice [--] [--] David"
YouTube Link 2024-12-29T04:30Z 12.6K followers, [---] engagements
"Azure Data Factory Create Your First Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video What is Storage Account What is File Queue and Table in Storage Account What is Blob Storage and Types Storage tiers Storage performance Tier Data Redundancy Demo Create Storage Account Upload data into Storage Account Create Azure Data Factory V2 through UI Create Azure Data Factory V2 through powershell"
YouTube Link 2020-11-03T11:02Z 12.8K followers, [----] engagements
"23. Hands-On: Databricks: Spark: Master Spark Partitioning: Repartition vs Coalesce Explained Part-2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Importance of adopting the best partition strategy Spark configurations Repartition vs coalesce Repartition to increase partitions Repartition to decrease partitions coalesce to decrease partitions conclude difference between coalesce vs repartition Azure Databricks real Azure Databricks realtime scenarios Azure"
YouTube Link 2025-05-05T04:30Z 12.6K followers, [---] engagements
"REST API to Lakehouse & Warehouse Pagination & Token Auth 5-Hour Data Integration Scenarios on API know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Unlock the full potential of REST API data integration in this comprehensive 5-hour tutorial. This video walks through multiple real-world scenarios including: - Copying data from REST APIs to Lakehouse and Data Warehouse - Handling REST API pagination efficiently - Managing token-based authentication for secure API access - Best"
YouTube Link 2025-08-09T09:15Z 12.8K followers, [---] engagements
"2. Hands-On: Working with Databricks Notebooks : Create Rename Clone Move Export Import &Delete New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: create databricks"
YouTube Link 2025-08-31T11:24Z 12.9K followers, [--] engagements
"Week [--] - Class room Lab: ADF Project - Key Vault Integration with ADF and Logic App Alerts in ADF know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn How to copy Data From Data Lake Storage Gen2 to Azure SQL Database How can I create a Linked Service to Azure Data Lake Storage Gen2 (ADLS Gen2) by securely retrieving the account key from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault"
YouTube Link 2024-09-23T03:55Z 12.1K followers, [---] engagements
"26. Hands-On: Copy tables from multiple databases to ADLS using linked service parameters & Clean up know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-14T04:42Z 12.9K followers, [---] engagements
"23. Hands-On: Databricks: Spark: Optimizing Spark Partitions: Repartition vs Coalesce Explain Part-1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Importance of adopting the best partition strategy Spark configurations Repartition vs coalesce Repartition to increase partitions Repartition to decrease partitions coalesce to decrease partitions conclude difference between coalesce vs repartition Azure Databricks real Azure Databricks realtime scenarios Azure"
YouTube Link 2025-05-05T04:30Z 12.6K followers, [---] engagements
"31&32. Introduction to Dataflows Dataflows Transformation Data Quality checks using dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-17T05:46Z 12.9K followers, [---] engagements
"4. Hands-On : How to register and generate API bearer Token using Postman in ADF Step-by-Step know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Online Link for RESTAPI Registration : https://www.appsloveworld.com/sample-rest-api-url-for-testing-with-authentication [--]. Hands-On :Run Pipeline of one ADF from another ADF using Web Activity with [--] stepsStep-By-Step https://youtu.be/ga34qHk-6y8 [--]. Hands-On : Run Pipeline of one project1 ADF from another project2 ADF with pipeline"
YouTube Link 2023-09-03T02:30Z 12.6K followers, [---] engagements
"2. Hands-On: Working with Databricks Notebooks : Create Rename Clone Move Export Import &Delete New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: create databricks"
YouTube Link 2025-08-31T11:23Z 12.9K followers, [---] engagements
"6. Hands-On: Fabric : Copy Data from SQL DB to Lakehouse Using Table Query & Param Stored Procedure #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Connections : Connections define how Fabric connects to external data sources and sinks (like databases data lakes or cloud storage). These connections are configured via Linked Services. Activities : Activities represent individual tasks in a pipeline such as moving or transforming data. Examples include copy activities"
YouTube Link 2025-07-19T06:39Z 12.8K followers, [---] engagements
"49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a"
YouTube Link 2025-06-12T04:59Z 12.7K followers, [--] engagements
"49. Hands-On: Synapse Project : Mount ADLSGen2 Using Account Key Notebook parameters & Key Vaults know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Create Spark Pool in Azure Synapse Create Synapse Notebook in Azure Synapse Synapse notebook Key Features Create Notebook parameters Mssparkutils filesystem commands environment & credentials commands Read jobid dynamically in Synapse notebook Integrate Key vault with azure synapse notebooks and securely read storage keys"
YouTube Link 2025-06-12T18:30Z 12.7K followers, [--] engagements
"2. Azure Databricks Architecture know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com In this session we will learn : What is Azure Databricks Challenges to solutions with Azure Databricks History of Azure Databricks Azure Databricks Architecture Azure Databricks Data Flow Architecture Batch Data Processing with Azure Databricks Stream Data Processing with Azure Databricks Machine Learning on batch data with Azure Databricks #Databricks #DatabricksTutorial"
YouTube Link 2023-10-26T03:07Z 10.5K followers, 11.3K engagements
"9. Hands-On : Multiple Tables Optimizing Incremental Data Load from Azure SQL DB to ADLS Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is incremental load Difference between full load and incremental load Incremental load pipeline flow and design How to copy multiple tables from Azure SQL Database to Data Lake Storage Incrementally How to maintain Last processed values for Each table dataset parameters and generic datasets Lookup Activity Copy Activity"
YouTube Link 2025-09-24T14:25Z 12.9K followers, [---] engagements
"6. Hands-On: dbutils secrets : Mount Blob Storage With Shared access Signature Key Using Key Vault know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime"
YouTube Link 2025-04-13T02:30Z 12.6K followers, [--] engagements
"5. Hands-On: Mount Blob Storage using Account Key & Workspace level access dbutils fs commands know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime scenarios"
YouTube Link 2025-08-31T11:24Z 12.9K followers, [--] engagements
"5. Hands-On: Fabric : Incremental data copy from SQL Database to Lakehouse Incremental Load #fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Connections : Connections define how Fabric connects to external data sources and sinks (like databases data lakes or cloud storage). These connections are configured via Linked Services. Activities : Activities represent individual tasks in a pipeline such as moving or transforming data. Examples include copy activities executing stored"
YouTube Link 2025-07-18T04:25Z 12.8K followers, [--] engagements
"5. Hands-On: Fabric Incremental Data Copy from SQL Database to Lakehouse Incremental Load know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training"
YouTube Link 2025-09-08T05:09Z 12.9K followers, [--] engagements
"18. Hands-On: Develop Ingestion Framework Pipeline in Fabric Scheduling Logics for Ingestion know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training"
YouTube Link 2025-09-08T05:11Z 12.9K followers, [--] engagements
"4. Hands-On: Quick tour on Notebook options Connect blob storage using spark session in notebook know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Notebook Options How to login into azure portal How to create Azure Databricks Creating and configuring clusters in Azure Databricks How to create notebook How to share notebook with other developers How to schedule notebook from databricks Workflow How to format code in notebook How to run"
YouTube Link 2025-08-31T11:23Z 12.9K followers, [--] engagements
"20. Read and Write Parquet File in Azure Databricks know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn below concepts in this session: What is Parquet file What is meant by columnar Storage Advantages of Apache Parquet file format Difference between CSV and Parquet file Read Parquet file into DataFrame Write DataFrame as Parquet file #AzureDatabricks #Databricks #DatabricksTutorial #Databricks #Pyspark #Spark #AzureDatabricks #AzureADF #Databricks #LearnPyspark"
YouTube Link 2023-10-26T12:24Z 10.5K followers, 13.8K engagements
"Live Classroom Lab: Copy Tables from Fabric Warehouse to Lakehouse Azure Data Engineering Training know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com Unlock the power of real-time learning with this exclusive classroom recording In this session students practice copying multiple tables from Microsoft Fabric Warehouse to Lakehouse using Data Pipelinesguided step-by-step by an expert Azure Data Engineering trainer. ✅ Topics Covered: - Copying active & inactive tables - Using scripts"
YouTube Link 2025-08-10T04:30Z 12.8K followers, [--] engagements
"3. Azure Synapse vs Microsoft Fabric: A side-by-side comparison D/w between synapse & Azure fabric know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com [--]. Keywords explained for Microsoft Fabric -Business Intelligence Data Science Real-Time Analytics https://youtu.be/h4fmsv3Fmnw [--]. Introduction to Microsoft Fabric: A Realtime Use case Realtime Applications Made Easy Fabric https://youtu.be/UVF6R9bmV_w [--]. Azure Synapse vs Microsoft Fabric: A side-by-side comparison D/w between synapse &"
YouTube Link 2023-08-30T03:00Z 12.8K followers, [----] engagements
"48. Hands-On: Databricks Project: Delta Lake Architecture: Internal Working Mechanism Delta Part-1 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a"
YouTube Link 2025-06-11T07:04Z 12.7K followers, [--] engagements
"19. Hands-On: ADF Project : Event Based Triggers in Azure Data Factory Advanced Trigger Properties know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn How to trigger pipeline when new file uploaded into azure storage account (blob created) How to trigger pipeline on file deleted from azure storage account (blob deleted) How to avoid running pipeline when file size is [--] bytes in azure storage account How to copy data from blob Storage to ADLSGen2 How to use event trigger"
YouTube Link 2024-12-15T04:30Z 12.2K followers, [--] engagements
"2. Key Features of Unity Catalog Whats New in Unity Catalog -- With Live Demos know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2023-09-02T04:00Z 12.1K followers, [----] engagements
"45. Hands-On: Databricks Project: Join algorithms in Spark Optimization Sort-Merge and Broadcast know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Types of join algorithms in Spark Spark Join Behavior & Shuffling partition What Is sort-Merge Join What is Broadcast hash Join Mainly [--] types of join algorithms Spark uses internally to optimize join operations depending on the size of the datasets and available resources Sort-Merge Join : A sort-merge join is one of"
YouTube Link 2025-09-03T05:17Z 12.9K followers, [--] engagements
"46. Hands-On: Synapse Project : Mastering Copy Behaviors with the Copy Activity Convert CSV to Json know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy multiple tables from source SQL database to sink data lake storage How to copy only active tables from SQL db to ADLS How to create dataset parameters How to pass lookup output to foreach activity How to pass foreach item values to copy activity dataset parameters Azure synapse unifies data integration big data"
YouTube Link 2024-12-05T04:30Z 12.2K followers, [--] engagements
"7. Interview Question : Databricks Spark Delta : Calculate Total Achievements & Derive Emp Role know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q7 ### Create DataFrame with Employee Performance Data #### DataFrame 1: employee-role performance_score achievements employee-role performance_score achievements -------------------------------------------------- John Doe-SWE [--] 5/3 Jane Smith-MGR [--] 4/4 Sam Brown-SUP [--] 2/1 Emily White-HR [--] 3/2 #### DataFrame 2:"
YouTube Link 2025-01-04T04:30Z 12.3K followers, [--] engagements
"19.Hands-On: Schedule ADF Pipelines (Minute Hourly Daily Weekly Monthly) & Use Multiple Triggers Azure Data Factory scheduling explained with a complete hands-on demo 🚀 In this session (ADF Course Session 19) you will learn how to schedule Azure Data Factory (ADF) pipelines using different time-based schedules such as minute hourly daily weekly and monthly and how to configure and manage multiple triggers for a single pipeline. This session focuses on real-time enterprise scheduling scenarios commonly used in production projects. -------------------------------------------------- 📌 What You"
YouTube Link 2025-10-09T06:07Z 12.9K followers, [---] engagements
"5. Hands-On: Mount Blob Storage using Account Key & Workspace level access dbutils fs commands know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime scenarios"
YouTube Link 2025-08-31T11:23Z 12.9K followers, [--] engagements
"44. Hands-On : Fabric Delta Lake Features : Schema Enforcement Evaluation Time Travel CRUD Ops know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training"
YouTube Link 2025-09-08T05:13Z 12.9K followers, [---] engagements
"15. Hands-On : Databricks Project : Mount AWS S3 Storage Container in Azure Databricks Amazon S3 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of Yesterday Session Mount S3 container in databricks file system using key vault Overview Diagram Introduction to S3 Storage (Simple Storage Service) Create Secret Scope Mount S3 container in databricks file system using key vault Mount point advantages Create Dataframe from S3 csv file Writing dataframe"
YouTube Link 2024-12-19T04:30Z 12.3K followers, [--] engagements
"Week01. Class Room Lab : ADF Project : Copy multiple Data Lake folders to Blob with Lookup & ForEach know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is Storage account Difference between Blob vs Data Lake Storage What is Azure Data Factory Integration Runtime What is Linked Service What is Dataset parameterisation What is Activity What is Pipeline azure data factory real azure data factory realtime scenarios azure data factory Interview Questions azure data"
YouTube Link 2024-09-21T15:01Z 12.1K followers, [---] engagements
"6. Hands-On: Databricks Blob Storage Access Explained : SparkSession level Cluster &Workspace level know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Introduction to Blob Storage Account Introduction to dbutils commands Mount point advantages Connect to Blob from databricks overview diagram Create mount point Create Dataframe from Blob csv file Writing dataframe data to csv file Prerequisites Required Resources Azure Databricks real Azure Databricks realtime"
YouTube Link 2025-07-23T05:32Z 12.8K followers, [--] engagements
"1. Hands-On: Azure Databricks architecture : Databricks Introduction Creating Clusters Notebooks New analytics service called Azure Databricks Azure Databricks is fast easy scalable and collaborative apache spark based analytics service on azure Seamlessly integrated with other Azure services in an interactive workspace Reduced cost and complexity with a managed platform that auto scales up and down know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Quick Recap of"
YouTube Link 2025-08-31T11:24Z 12.9K followers, [---] engagements
"ADF Workshop : Copy multiple tables from on premise sql server (YOUR COMPUTER) to Data Lake Storage"
YouTube Link 2025-04-22T18:31Z 12.6K followers, [--] engagements
"Azure Data Factory Create Your First Pipeline in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Azure Blob Storage containers CSV File Overview Data flow diagram Estimations Debugging Functionality in Azure Data Factory Prerequisites Required Resources Naming convensions Demo Create Storage Account Upload file into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using"
YouTube Link 2020-11-04T11:27Z 13.1K followers, [----] engagements
"3. Databricks Managed vs External Tables Create Delta Tables Using DataFrame SQL & DeltaTable API Welcome to CloudPandith Databricks Course 🚀 In this session we clearly explain the difference between Managed Tables and External Tables in Databricks and how to create Delta tables using multiple approaches in real production environments. We also cover Delta Lake constraints such as PRIMARY KEY NOT NULL and CHECK which are frequently asked in Databricks interviews and critical for data quality enforcement. 🔍 Topics Covered in This Session 🔹 Managed Table vs External Table ✔ What is a Managed"
YouTube Link 2025-12-24T06:18Z 13.1K followers, [---] engagements
"Databricks Course Roadmap [----] Next Batch Starts FebApr 🚀 Databricks Course Roadmap [----] 🚀 New Batches Announced CloudPandith presents end-to-end Databricks training designed for freshers working professionals and senior data engineers. -------------------------------------------------- Upcoming Databricks Batches [----] -------------------------------------------------- Databricks & Spark Beginner Start Date: Feb [--] [----] For: Freshers Databricks & Delta Intermediate Start Date: Mar [--] [----] For: [--] Years Experience Databricks & Delta Advanced Start Date: Apr [--] [----] For: Senior Engineers &"
YouTube Link 2026-01-25T07:38Z 13.2K followers, [---] engagements
"1. How to Create Databricks Free Edition Account Step-by-Step Setup for Beginners 🚀 Learn how to create your Databricks Free Edition account in just a few minutes In this step-by-step tutorial you'll discover how to: ✅ Sign up for Databricks Free Edition ✅ Verify your account and access the workspace ✅ Create your first notebook and run a Spark command 📘 What youll learn: - What is Databricks Free Edition - How to use it for learning PySpark - How to explore data and build notebooks in the cloud 🔗 Start here: https://www.databricks.com/learn/free-edition 📚 Next Video: What is PySpark and"
YouTube Link 2025-11-06T09:30Z 13.1K followers, [---] engagements
"6. Azure Data Factory Copy Data from On-Prem SQL Server to ADLS Gen2 SHIR Setup In this video we demonstrate how to copy data from an On-Premise SQL Server to Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). We also cover the complete installation and configuration of SQL Server Express [----] and Self-Hosted Integration Runtime (SHIR) on a local laptop or computer. This session is part of our Azure Data Factory & Azure Data Engineering course and focuses on real-time enterprise integration scenarios. 📌 Topics covered in this session: ✔ What is On-Premise SQL Server ✔ What is Azure"
YouTube Link 2026-01-13T05:22Z 13.1K followers, [---] engagements
"1. What is Azure Data Factory (ADF) Architecture Explained for Beginners ETL Pipelines IR Welcome to the Azure Data Factory (ADF) Beginner Course 🚀 This is Session [--] of the playlist: 👉 Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will understand WHY Azure Data Factory is required explained using real-world examples and very simple language. 🔍 Topics Covered: ✔ Real-world data problems ✔ Business requirements from data ✔ Traditional data movement approach ✔ Problems with traditional methods ✔"
YouTube Link 2026-01-01T04:53Z 13.1K followers, [---] engagements
"49. Hands-On: Delta Lake Architecture: Internal Working Mechanism with & without Deletion Vector - [--] know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: Why we want to use delta lake Delta Lake Internal Working Mechanism Checkpoint and Deletion vector How Deletion Vectors Work Delta Lake works by extending the capabilities of a data lake (e.g. on AWS S3 or Azure Data Lake Storage) with a transaction log to handle changes to data. Delta Table: A Delta table is a"
YouTube Link 2025-02-24T05:37Z 12.5K followers, [--] engagements
"2. What is PySpark and Why Use It in Databricks PySpark Tutorial for Beginners 🔥 Welcome to CloudPandith Databricks Series In this video (Session 2) youll learn: ✅ What PySpark is ✅ Why PySpark is used in Databricks ✅ How it helps in processing large datasets quickly and efficiently 📘 Topics Covered: - Introduction to PySpark - Benefits of using PySpark in Databricks - Understanding Databricks clusters and scaling - Databricks + PySpark = Supercharged Data Processing 🚀 By the end of this session youll understand how PySpark simplifies big data processing using Python and why Databricks is"
YouTube Link 2025-11-07T07:37Z 13K followers, [---] engagements
"Azure Data Factory Important Concepts in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Linked Services Datasets Activity Pipeline Triggers Parameters Azure data factory v2 data flow architecture #azuredatafactoryinterviewquestions #AzureDataFactory #ADF azure data factory tutorial azure data factory in telugu azure data factory in hindi azure data lake tutorial for beginners azure data factory intellipaat"
YouTube Link 2020-10-29T15:15Z 13.1K followers, [----] engagements
"6. Azure Data Factory Cost Calculation & Optimization ADF Pricing Explained Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a VERY IMPORTANT session where we focus on Azure Data Factory COST PRICING and OPTIMIZATION. Many pipelines work correctly but fail in real projects because they are not cost-efficient. This session helps you avoid that mistake. 🔍 Topics Covered in This Session: ✔ Understand Azure Data Factory"
YouTube Link 2026-01-10T11:03Z 13.1K followers, [---] engagements
"50. Hands-On: Synapse Project : Copying Data from SFTP to SQL DB Key Vault Logic App for Alerts know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: How to copy Data From SFTP to Azure SQL Database How can I create a Linked Service to SFTP by securely retrieving the password from Azure Key Vault How can I create a Linked Service to Azure SQL Database by securely retrieving the connection string from Azure Key Vault How to Send Notification When Pipeline execution succeeded"
YouTube Link 2025-02-21T04:40Z 12.9K followers, [---] engagements
"3. Databricks Lakehouse Architecture Explained Delta Lake + Unity Catalog for Beginners 🔥 Welcome to Session [--] of the CloudPandith Databricks Series In this video you'll clearly understand the Databricks Lakehouse Architecture why it exists what problem it solves and how it combines Data Lakes + Data Warehouses. 🔍 Topics Covered: ✔ Why Data Lakes & Warehouses were separate ✔ Real-world issues with traditional architectures ✔ What the Lakehouse architecture solves ✔ Delta Lake Unity Catalog & Governance Layer ✔ How Lakehouse supports BI ML Streaming & Structured/Unstructured data 🏦 Real"
YouTube Link 2025-11-21T05:55Z 13K followers, [---] engagements
"11. Difference Between Schedule Tumbling Event Trigger in ADF Complete Comparison Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will clearly understand the difference between Schedule Trigger Tumbling Window Trigger and Event-Based Trigger in Azure Data Factory (ADF). Choosing the wrong trigger is one of the most common mistakes beginners make in real-time data engineering projects. This session"
YouTube Link 2026-01-21T10:39Z 13.2K followers, [---] engagements
"5. Interview Question : Databricks Spark Delta : Handle Bad Records Using FailFast Permissive know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com What we will learn: #Q5 ### Employee Data The following dataset contains employee information with their empid empname and emprole. However some records have multiple roles assigned to an employee separated by commas. empid empname emprole --------------------------------------------------- [---] John Doe Software Engineer [---] Jane Smith Data"
YouTube Link 2024-12-31T04:30Z 13K followers, [---] engagements
"Azure Data Engineer Roadmap [----] Complete Guide in [--] Minutes 🚀 Azure Data Engineer Roadmap [----] 🚀 In this video I explain the complete Azure Data Engineer roadmap for [----] in just [---] minutes. This roadmap is designed for beginners freshers and working professionals who want to start or transition into Azure Data Engineering. -------------------------------------------------- 🔹 Topics Covered in This Video: -------------------------------------------------- - Who is an Azure Data Engineer - Required prerequisites (SQL Python Data concepts) - Azure fundamentals for data engineers - Azure"
YouTube Link 2026-01-23T15:39Z 13.2K followers, [---] engagements
"Azure Data Factory Create Azure Free Account for Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Prerequisites to create Free Subscription in azure How to create Azure Free Subscription How to login Into Azure Portal A Quick tour on azure portal What is subscription What is resource group What is location/region #azuredatafactoryinterviewquestions #AzureDataFactory #ADF azure data factory tutorial azure data"
YouTube Link 2020-10-30T04:22Z 13.1K followers, [----] engagements
"3. Create Azure Data Factory Step by Step Subscription Resource Group First Pipeline Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we build the Azure foundation required before creating real data pipelines. This session is specially designed for freshers and non-IT background learners. 🔍 Topics Covered: ✔ What is Azure Account ✔ What is Management Group ✔ What is Azure Subscription ✔ Types of Azure Subscriptions (Free"
YouTube Link 2026-01-05T11:18Z 13.1K followers, [---] engagements
"8. Schedule Trigger in ADF Step by Step Automate Pipelines in Azure Data Factory Trigger Types Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take automation one step further by focusing on the Schedule Trigger in Azure Data Factory. In real-world projects pipelines must run automatically at fixed times (daily hourly weekly etc.). Schedule Triggers are the most commonly used triggers in production ADF pipelines. This"
YouTube Link 2026-01-15T04:30Z 13.1K followers, [---] engagements
"8. Azure Data Factory ADLS Gen2 to ADLS Gen2 Lookup + ForEach + Copy (Metadata Driven) In this video we demonstrate a real-time Azure Data Factory (ADF) scenario to copy data from ADLS Gen2 to ADLS Gen2 using a metadata-driven approach. We use Lookup / Script activity to read configuration data and ForEach + Copy activity to dynamically copy multiple folders. This pattern is heavily used in enterprise Azure Data Engineering projects. 📌 Scenario Covered: Source : Azure Data Lake Storage Gen2 Sink : Azure Data Lake Storage Gen2 Tool : Azure Data Factory 📌 ADF Components Used: ✔ Linked"
YouTube Link 2026-01-14T11:13Z 13.1K followers, [---] engagements
"50. Azure Data Factory V2 Remove Duplicate Rows &Store Summary Credit Stats Azure Data Flows know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios How to remove duplicate records How to maintain Duplicate records in another tables for customer review How to Generate row_number rank and dense_rank using window Transformation How to Filter records to get top credit score customers How to Store Full Customer data including top"
YouTube Link 2020-12-27T17:23Z 13.1K followers, [----] engagements
"Azure Data Factory Copy multiple files from blob to blob in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios CSV File Overview JSON File Overview Data flow diagram Estimations Debugging Functionality in Azure Data Factory Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration"
YouTube Link 2020-11-05T05:09Z 13.1K followers, 12.5K engagements
"7. Databricks Delta Lake Time Travel & Versioning Restore and Vacuum Explained with Internals In this Databricks session we explore Delta Lake Time Travel Versioning Restore and Vacuum in detail and understand how Delta Lake maintains historical data safely and efficiently. This class explains how you can query old versions of data restore tables to a previous state and clean up obsolete files using VACUUM all while preserving ACID guarantees. These concepts are extremely important for production pipelines data recovery and Databricks interviews. 🔍 Topics Covered in This Session 🔹 Delta"
YouTube Link 2026-01-02T07:20Z 13.1K followers, [---] engagements
"5. Azure Data Factory Tutorial Create Your First Real Pipeline Using Copy Activity Explained Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a very important session where we create our FIRST REAL DATA PIPELINE using Copy Activity in Azure Data Factory. In this session we move actual data from Source to Sink step by step after understanding all the required concepts in previous sessions. 🔍 Topics Covered in This Session: ✔ What is Copy"
YouTube Link 2026-01-09T07:54Z 13.1K followers, [---] engagements
"25. Python Introduction for Databricks Key Features Identifiers Keywords Installation & Demo 🚀 Welcome to CloudPandith Trainings In this session we begin our Databricks course with a strong foundation in Python the most widely used programming language in data engineering analytics and machine learning. We cover essential Python fundamentals history versions features identifiers and keywordsfollowed by real-time demos from installation to writing Python code locally. This session is perfect for beginners non-programmers and anyone starting their Databricks or PySpark journey. 🔍 Topics"
YouTube Link 2025-11-18T09:58Z 13K followers, [---] engagements
"Azure Data Factory Copy Data from Azure SQL Database to BLOB in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Data Types in SQL Table Syntax and examples Stored Procedure and examples Estimations Prerequisites Required Resources Demo How to create sql database How to create Tables How to create Stored Procedures How to Create Blob Storage Create Azure Data Factory V2 Create Linked Service using"
YouTube Link 2020-11-16T05:36Z 13.1K followers, [----] engagements
"Azure Data Factory Overwrite and Append Modes in Copy Activity in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Data Types in SQL Table Syntax and examples Stored Procedure and examples Estimations Prerequisites Required Resources Demo How to create sql database How to create Tables How to create Stored Procedures Create Azure Data Factory V2 Create Linked Service for Azure SQL Database using"
YouTube Link 2020-11-13T06:48Z 13.1K followers, [----] engagements
"Azure Data Factory Copy Activity Performance Tuning in Azure Data Factory know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Dynamic Solution parameters Data flow diagram Estimations Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration Runtime Create multiple datasets Create Pipeline Debug"
YouTube Link 2020-11-09T04:43Z 13.1K followers, 11.3K engagements
"Azure Data Factory Integration runtime in azure data factory Azure IR Self-Hosted IR know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video What is integration runtime What are the different types of Integration Runtimes(IR) What is Azure IR What is Self-Hosted IR What is SSIS IR Which integration runtime should I use Integration runtime location What is auto-resolve integration runtime Determining which IR to use Overview Diagram"
YouTube Link 2020-11-02T11:52Z 13.1K followers, [----] engagements
"Azure Data Factory Get File Names from Folder Dynamically in Azure Data Factory JSON to CSV know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn following content in this video Scenarios Dynamic Solution parameters Data flow diagram Estimations Prerequisites Required Resources Demo Create Storage Account Upload files into Storage Account Create Azure Data Factory V2 Create Linked Service for blob storage using Integration Runtime Create multiple datasets Create"
YouTube Link 2020-11-07T05:01Z 13.1K followers, [----] engagements
"16. Azure Data Factory Incremental Load using File-Based Watermark (JSON) ADF Session [--] Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple"
YouTube Link 2026-01-31T05:05Z 13.2K followers, [---] engagements
"20. Ingest REST API Data to ADLS Gen2 Using Azure Data Factory Real-Time API Ingestion In this video you will learn how to ingest REST API data into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time REST API ingestion use case where latest news data is fetched from an external API and stored securely in ADLS Gen2 for analytics and downstream processing. Topics covered in this video: REST API ingestion using Azure Data Factory How to read JSON data from REST API in ADF Secure and scalable data landing in ADLS Gen2 Real-time API ingestion use"
YouTube Link 2026-02-08T17:52Z 13.3K followers, [---] engagements
"ADF or Databricks The Answer Will Surprise You 🔥 Azure Data Factory vs Databricks - Which tool should YOU use 🤔 Stop using the wrong Azure tool In this 60-second guide I break down: ✅ Azure Data Factory (ADF) - Low-code ETL orchestrator ✅ Databricks - Code-first Data + AI platform ✅ When to use each tool ✅ Pro Tip: How to use them TOGETHER 🚀 Perfect for Data Engineers Cloud professionals and anyone preparing for Azure interviews 🎓 Cloudpandith Training Institute Azure Data Engineering Advance your career by learning MS Azure Data Engineering from real-time industry experts with live"
YouTube Link 2026-02-05T09:23Z 13.3K followers, [---] engagements
"22. Token-Based REST API Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to ingest data from a token-based REST API into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time industry scenario where a Bearer Token is generated dynamically using Web Activity and passed securely to a REST API in Copy Activity. Topics covered in this video: Token-based REST API authentication What is Bearer Token and how it works Generate Bearer Token using Web Activity Pass token dynamically in Copy Activity header Call secured"
YouTube Link 2026-02-13T10:44Z 13.4K followers, [---] engagements
"Databricks Demo for Beginners End-to-End DLT Pipeline with Auto Loader & SCD Type [--] Databricks demo class for beginners explaining what Databricks is why it is required for big data and how to build an end-to-end Delta Live Tables (DLT) pipeline using Auto Loader and SCD Type [--]. In this Databricks demo session we covered core big data concepts limitations of traditional databases and Hadoop and demonstrated a real-time end-to-end DLT pipeline using Auto Loader for incremental ingestion and Slowly Changing Dimension Type [--] (SCD2) for handling data history."
YouTube Link 2026-02-08T05:01Z 13.3K followers, [---] engagements
"Azure Data Factory Handling Bad Records in [--] TB Data Load Real-Time Scenario Welcome to CloudPandith Training and Placement. In this session we discuss a real-time Azure Data Factory production scenario. Scenario: You have [--] TB of data with billions of records to load into SQL Database. You already know some records are invalid or incompatible with the target table. Solution: Use Copy Activity for high-volume data loads Enable Fault Tolerance in Copy Activity Skip incompatible rows Redirect bad records to Blob Storage Load valid records into SQL Database without pipeline failure This is a"
YouTube Link 2026-01-28T10:47Z 13.2K followers, [----] engagements
"2. Azure Data Factory Architecture Explained Components Integration Runtime Pipelines ETL Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we explain Azure Data Factory Architecture in a very simple and beginner-friendly way. This session focuses on understanding the core building blocks of ADF before moving to hands-on. 🔍 Topics Covered: ✔ What is Azure Data Factory architecture ✔ High-level ADF architecture ✔ Pipeline explained"
YouTube Link 2026-01-03T04:34Z 13.2K followers, [---] engagements
"17. REST vs HTTP Connector in ADF When to Use REST &HTTP Connectors Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the clear difference between REST Connector and HTTP Connector in Azure Data Factory (ADF) with real-time scenarios. This is one of the most confusing topics for ADF beginners and a very common interview question. Many"
YouTube Link 2026-02-02T16:38Z 13.3K followers, [---] engagements
"7. ADF Triggers Explained Schedule vs Tumbling vs Event Trigger Azure Data Factory Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we focus on AUTOMATION in Azure Data Factory. Manual pipeline runs are not scalable in real projects. Thats why every production ADF pipeline uses triggers. This session explains triggers from scratch in a beginner-friendly way. 🔍 Topics Covered in This Session: ✔ Why manual pipeline runs"
YouTube Link 2026-01-13T08:17Z 13.3K followers, [---] engagements
"9. Tumbling Window Trigger in ADF Incremental Load Design Pattern Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Azure Data Factory Beginner Playlist: https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement INCREMENTAL DATA LOAD using Tumbling Window Trigger in Azure Data Factory. Incremental data processing is a critical requirement in real-time and production-grade data engineering projects. This video explains the concept clearly and also demonstrates how Tumbling Window Trigger ensures"
YouTube Link 2026-01-17T07:31Z 13.3K followers, [---] engagements
"15. Skip Copy Activity When No Data in ADF Lookup + IF Condition Incremental Load Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to SKIP the Copy Activity in Azure Data Factory (ADF) when no new or incremental data exists in the source. This is a critical real-time and enterprise design pattern that avoids unnecessary pipeline executions reduces Azure cost"
YouTube Link 2026-01-29T08:12Z 13.2K followers, [---] engagements
"13. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI -------------------------------------------------- In this session you will learn Delta (Incremental) Data Loading using Watermark in Azure Data Factory (ADF). This is a real-time production-grade incremental load pattern widely used in"
YouTube Link 2026-01-25T04:30Z 13.3K followers, [---] engagements
"4. ADF Pipelines and Activities Explained Azure Data Factory Beginner ETL Tutorial Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take a deep dive into the core concepts of Azure Data Factory: Pipelines and Activities. This session focuses on understanding how orchestration works in real-world projects before moving into hands-on Copy Activity pipelines. 🔍 Topics Covered in This Session: ✔ What is a Pipeline in"
YouTube Link 2026-01-07T06:25Z 13.3K followers, [---] engagements
"21. Incremental REST API Data Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to perform incremental REST API data ingestion into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session explains a real-time incremental API ingestion pattern where only new data is fetched using time-based parameters instead of loading full historical data every day. Topics covered in this video: Incremental REST API ingestion using Azure Data Factory Difference between full load and incremental load Why full load is expensive and inefficient"
YouTube Link 2026-02-10T18:07Z 13.4K followers, [---] engagements
"16. ADF Incremental Load Using File Based Watermark JSON Azure Data Factory ETL Design Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple"
YouTube Link 2026-01-31T14:55Z 13.3K followers, [---] engagements
"1. Automate Azure Synapse Analytics Pipeline #SynapseAnalytics#SynapseTutorial #AzureSynapse know about trainer : https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us : cloudpandith@gmail.com whats app : +91 [----------] For More details visit : www.cloudpandith.com We will learn in this video How to create azure synapse analytics A quick tour on Azure Synapse studio How to copy data from sqldb to data lake gen2 using synapse studio pipeline How to apply data transformations using synapse studio spark notebook How to convert csv file to json file using synapse studio spark notebook How to copy data"
YouTube Link 2020-10-09T08:33Z 13.2K followers, 19.2K engagements
"18. How to Implement Upsert Using Copy Activity & MERGE in Azure Data Factory Real-Time Project Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how real-time enterprise projects implement advanced logic in Azure Data Factory using Copy Activity and Stored Procedure (MERGE). Many beginners directly copy data into final SQL tables which works only for demos NOT"
YouTube Link 2026-02-04T10:09Z 13.3K followers, [---] engagements
"12. ADF Incremental Load Design Patterns Watermark Tumbling CDC in Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Incremental Load Design Patterns in Azure Data Factory (ADF) that are widely used in real-world and production-grade data engineering projects. Incremental load is mandatory in modern data pipelines to handle large data volumes efficiently. This session"
YouTube Link 2026-01-23T08:26Z 13.3K followers, [---] engagements
"ADF End-to-End Data Flow Explain Ingestion Project Flow Step By Step #AzureDataFactory #ADF #DataEngineering #cloudpandith Welcome to Day [--] of Azure Data Factory learning series 🚀 In todays session we explain the end-to-end data flow in Azure Data Factory using a real-time use case. Use case covered: Move CSV data from Azure Blob Storage to Azure SQL Database using Azure Data Factory. In this session you will understand: - CSV File in Blob Storage - Blob Linked Service - Blob Dataset (Source Dataset) - Copy Activity in Pipeline - Sink Dataset - SQL DB Linked Service - Loading data into Azure"
YouTube Link 2026-01-28T07:00Z 13.2K followers, [---] engagements
"22. Token-Based REST API Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to ingest data from a token-based REST API into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time industry scenario where a Bearer Token is generated dynamically using Web Activity and passed securely to a REST API in Copy Activity. Topics covered in this video: Token-based REST API authentication What is Bearer Token and how it works Generate Bearer Token using Web Activity Pass token dynamically in Copy Activity header Call secured"
YouTube Link 2026-02-13T10:44Z 13.4K followers, [---] engagements
"21. Incremental REST API Data Ingestion to ADLS Gen2 Using Azure Data Factory (ADF) In this video you will learn how to perform incremental REST API data ingestion into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session explains a real-time incremental API ingestion pattern where only new data is fetched using time-based parameters instead of loading full historical data every day. Topics covered in this video: Incremental REST API ingestion using Azure Data Factory Difference between full load and incremental load Why full load is expensive and inefficient"
YouTube Link 2026-02-10T18:07Z 13.4K followers, [---] engagements
"20. Ingest REST API Data to ADLS Gen2 Using Azure Data Factory Real-Time API Ingestion In this video you will learn how to ingest REST API data into Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). This session demonstrates a real-time REST API ingestion use case where latest news data is fetched from an external API and stored securely in ADLS Gen2 for analytics and downstream processing. Topics covered in this video: REST API ingestion using Azure Data Factory How to read JSON data from REST API in ADF Secure and scalable data landing in ADLS Gen2 Real-time API ingestion use"
YouTube Link 2026-02-08T17:52Z 13.3K followers, [---] engagements
"Databricks Demo for Beginners End-to-End DLT Pipeline with Auto Loader & SCD Type [--] Databricks demo class for beginners explaining what Databricks is why it is required for big data and how to build an end-to-end Delta Live Tables (DLT) pipeline using Auto Loader and SCD Type [--]. In this Databricks demo session we covered core big data concepts limitations of traditional databases and Hadoop and demonstrated a real-time end-to-end DLT pipeline using Auto Loader for incremental ingestion and Slowly Changing Dimension Type [--] (SCD2) for handling data history."
YouTube Link 2026-02-08T05:01Z 13.3K followers, [---] engagements
"19. Incremental Load Using Watermark + MERGE in Azure Data Factory (ADF Real-Time Pattern) Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the MOST COMMON real-time incremental load pattern used in Azure Data Factory projects: 👉 Incremental Load using Watermark + MERGE (Upsert Logic) Almost every production data pipeline uses this design to efficiently load"
YouTube Link 2026-02-06T11:25Z 13.4K followers, [---] engagements
"31. Databricks Interview Questions Spark Performance Optimization Broadcast Join AQE & Delta Prepare for Databricks and Data Engineer interviews with this in-depth session on Spark Performance Optimization. In this video we cover real-world optimization techniques used in Databricks projects explained in a simple and interview-oriented manner. This session focuses on how to improve Spark and Delta Lake performance using file optimization joins partitioning strategies caching incremental loads and modern Spark features like Adaptive Query Execution (AQE)."
YouTube Link 2026-02-06T04:56Z 13.4K followers, [---] engagements
"ADF or Databricks The Answer Will Surprise You 🔥 Azure Data Factory vs Databricks - Which tool should YOU use 🤔 Stop using the wrong Azure tool In this 60-second guide I break down: ✅ Azure Data Factory (ADF) - Low-code ETL orchestrator ✅ Databricks - Code-first Data + AI platform ✅ When to use each tool ✅ Pro Tip: How to use them TOGETHER 🚀 Perfect for Data Engineers Cloud professionals and anyone preparing for Azure interviews 🎓 Cloudpandith Training Institute Azure Data Engineering Advance your career by learning MS Azure Data Engineering from real-time industry experts with live"
YouTube Link 2026-02-05T09:23Z 13.3K followers, [---] engagements
"18. How to Implement Upsert Using Copy Activity & MERGE in Azure Data Factory Real-Time Project Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how real-time enterprise projects implement advanced logic in Azure Data Factory using Copy Activity and Stored Procedure (MERGE). Many beginners directly copy data into final SQL tables which works only for demos NOT"
YouTube Link 2026-02-04T10:09Z 13.3K followers, [---] engagements
"17. REST vs HTTP Connector in ADF When to Use REST &HTTP Connectors Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn the clear difference between REST Connector and HTTP Connector in Azure Data Factory (ADF) with real-time scenarios. This is one of the most confusing topics for ADF beginners and a very common interview question. Many"
YouTube Link 2026-02-02T16:38Z 13.3K followers, [---] engagements
"16. ADF Incremental Load Using File Based Watermark JSON Azure Data Factory ETL Design Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to implement Incremental Load in Azure Data Factory (ADF) using a File-Based Watermark stored in a JSON file. Instead of storing watermark values in database tables this approach stores the last processed value in a simple"
YouTube Link 2026-01-31T14:55Z 13.3K followers, [---] engagements
"15. Skip Copy Activity When No Data in ADF Lookup + IF Condition Incremental Load Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) -------------------------------------------------- In this session you will learn how to SKIP the Copy Activity in Azure Data Factory (ADF) when no new or incremental data exists in the source. This is a critical real-time and enterprise design pattern that avoids unnecessary pipeline executions reduces Azure cost"
YouTube Link 2026-01-29T08:12Z 13.2K followers, [---] engagements
"Azure Data Factory Handling Bad Records in [--] TB Data Load Real-Time Scenario Welcome to CloudPandith Training and Placement. In this session we discuss a real-time Azure Data Factory production scenario. Scenario: You have [--] TB of data with billions of records to load into SQL Database. You already know some records are invalid or incompatible with the target table. Solution: Use Copy Activity for high-volume data loads Enable Fault Tolerance in Copy Activity Skip incompatible rows Redirect bad records to Blob Storage Load valid records into SQL Database without pipeline failure This is a"
YouTube Link 2026-01-28T10:47Z 13.2K followers, [----] engagements
"ADF End-to-End Data Flow Explain Ingestion Project Flow Step By Step #AzureDataFactory #ADF #DataEngineering #cloudpandith Welcome to Day [--] of Azure Data Factory learning series 🚀 In todays session we explain the end-to-end data flow in Azure Data Factory using a real-time use case. Use case covered: Move CSV data from Azure Blob Storage to Azure SQL Database using Azure Data Factory. In this session you will understand: - CSV File in Blob Storage - Blob Linked Service - Blob Dataset (Source Dataset) - Copy Activity in Pipeline - Sink Dataset - SQL DB Linked Service - Loading data into Azure"
YouTube Link 2026-01-28T07:00Z 13.2K followers, [---] engagements
"14. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement Incremental Load in Azure Data Factory WITHOUT using a watermark (metadata) table. This is a simplified and beginner-friendly incremental load design pattern where we use Lookup Activity to fetch the last processed value directly from the target table and then use"
YouTube Link 2026-01-27T09:40Z 13.4K followers, [---] engagements
"Delta Live Tables Databricks Project DLT Step by Step Crack Data Engineer Interviews [----] Welcome to todays Databricks Delta Live Tables (DLT) session 🚀 In this session I explained how to create a Delta Live Tables pipeline using a Python file instead of notebooks which is the recommended approach by Databricks for building scalable and production-ready DLT pipelines. You will also understand the complete Delta Live Tables Pipeline UI including all four important views and the latest recommended way of defining pipelines using import pipeline as dp instead of the older @dlt.table syntax."
YouTube Link 2026-01-27T05:40Z 13.4K followers, [---] engagements
"Databricks Course Roadmap [----] Next Batch Starts FebApr 🚀 Databricks Course Roadmap [----] 🚀 New Batches Announced CloudPandith presents end-to-end Databricks training designed for freshers working professionals and senior data engineers. -------------------------------------------------- Upcoming Databricks Batches [----] -------------------------------------------------- Databricks & Spark Beginner Start Date: Feb [--] [----] For: Freshers Databricks & Delta Intermediate Start Date: Mar [--] [----] For: [--] Years Experience Databricks & Delta Advanced Start Date: Apr [--] [----] For: Senior Engineers &"
YouTube Link 2026-01-25T07:38Z 13.2K followers, [---] engagements
"13. ADF Incremental Load Using Watermark Table Delta Load Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 -------------------------------------------------- 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI -------------------------------------------------- In this session you will learn Delta (Incremental) Data Loading using Watermark in Azure Data Factory (ADF). This is a real-time production-grade incremental load pattern widely used in"
YouTube Link 2026-01-25T04:30Z 13.3K followers, [---] engagements
"Azure Data Engineer Roadmap [----] Complete Guide in [--] Minutes 🚀 Azure Data Engineer Roadmap [----] 🚀 In this video I explain the complete Azure Data Engineer roadmap for [----] in just [---] minutes. This roadmap is designed for beginners freshers and working professionals who want to start or transition into Azure Data Engineering. -------------------------------------------------- 🔹 Topics Covered in This Video: -------------------------------------------------- - Who is an Azure Data Engineer - Required prerequisites (SQL Python Data concepts) - Azure fundamentals for data engineers - Azure"
YouTube Link 2026-01-23T15:39Z 13.2K followers, [---] engagements
"12. ADF Incremental Load Design Patterns Watermark Tumbling CDC in Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Incremental Load Design Patterns in Azure Data Factory (ADF) that are widely used in real-world and production-grade data engineering projects. Incremental load is mandatory in modern data pipelines to handle large data volumes efficiently. This session"
YouTube Link 2026-01-23T08:26Z 13.3K followers, [---] engagements
"11. Difference Between Schedule Tumbling Event Trigger in ADF Complete Comparison Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will clearly understand the difference between Schedule Trigger Tumbling Window Trigger and Event-Based Trigger in Azure Data Factory (ADF). Choosing the wrong trigger is one of the most common mistakes beginners make in real-time data engineering projects. This session"
YouTube Link 2026-01-21T10:39Z 13.2K followers, [---] engagements
"10. Event Based Trigger in ADF Real Time File Trigger Azure Data Factory Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📺 Azure Data Factory Beginner Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn Event-Based Triggers in Azure Data Factory (ADF) and understand how to automatically trigger pipelines when files arrive in Azure Storage. Event-Based Triggers are ideal for near real-time and event-driven data engineering pipelines where data arrival time is"
YouTube Link 2026-01-19T04:30Z 13.4K followers, [---] engagements
"9. Tumbling Window Trigger in ADF Incremental Load Design Pattern Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Azure Data Factory Beginner Playlist: https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will learn how to implement INCREMENTAL DATA LOAD using Tumbling Window Trigger in Azure Data Factory. Incremental data processing is a critical requirement in real-time and production-grade data engineering projects. This video explains the concept clearly and also demonstrates how Tumbling Window Trigger ensures"
YouTube Link 2026-01-17T07:31Z 13.3K followers, [---] engagements
"8. Schedule Trigger in ADF Step by Step Automate Pipelines in Azure Data Factory Trigger Types Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take automation one step further by focusing on the Schedule Trigger in Azure Data Factory. In real-world projects pipelines must run automatically at fixed times (daily hourly weekly etc.). Schedule Triggers are the most commonly used triggers in production ADF pipelines. This"
YouTube Link 2026-01-15T04:30Z 13.1K followers, [---] engagements
"8. Azure Data Factory ADLS Gen2 to ADLS Gen2 Lookup + ForEach + Copy (Metadata Driven) In this video we demonstrate a real-time Azure Data Factory (ADF) scenario to copy data from ADLS Gen2 to ADLS Gen2 using a metadata-driven approach. We use Lookup / Script activity to read configuration data and ForEach + Copy activity to dynamically copy multiple folders. This pattern is heavily used in enterprise Azure Data Engineering projects. 📌 Scenario Covered: Source : Azure Data Lake Storage Gen2 Sink : Azure Data Lake Storage Gen2 Tool : Azure Data Factory 📌 ADF Components Used: ✔ Linked"
YouTube Link 2026-01-14T11:13Z 13.1K followers, [---] engagements
"7. ADF Triggers Explained Schedule vs Tumbling vs Event Trigger Azure Data Factory Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we focus on AUTOMATION in Azure Data Factory. Manual pipeline runs are not scalable in real projects. Thats why every production ADF pipeline uses triggers. This session explains triggers from scratch in a beginner-friendly way. 🔍 Topics Covered in This Session: ✔ Why manual pipeline runs"
YouTube Link 2026-01-13T08:17Z 13.3K followers, [---] engagements
"6. Azure Data Factory Copy Data from On-Prem SQL Server to ADLS Gen2 SHIR Setup In this video we demonstrate how to copy data from an On-Premise SQL Server to Azure Data Lake Storage Gen2 using Azure Data Factory (ADF). We also cover the complete installation and configuration of SQL Server Express [----] and Self-Hosted Integration Runtime (SHIR) on a local laptop or computer. This session is part of our Azure Data Factory & Azure Data Engineering course and focuses on real-time enterprise integration scenarios. 📌 Topics covered in this session: ✔ What is On-Premise SQL Server ✔ What is Azure"
YouTube Link 2026-01-13T05:22Z 13.1K followers, [---] engagements
"6. Azure Data Factory Cost Calculation & Optimization ADF Pricing Explained Azure Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a VERY IMPORTANT session where we focus on Azure Data Factory COST PRICING and OPTIMIZATION. Many pipelines work correctly but fail in real projects because they are not cost-efficient. This session helps you avoid that mistake. 🔍 Topics Covered in This Session: ✔ Understand Azure Data Factory"
YouTube Link 2026-01-10T11:03Z 13.1K followers, [---] engagements
"5. Azure Data Factory Tutorial Create Your First Real Pipeline Using Copy Activity Explained Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI This is a very important session where we create our FIRST REAL DATA PIPELINE using Copy Activity in Azure Data Factory. In this session we move actual data from Source to Sink step by step after understanding all the required concepts in previous sessions. 🔍 Topics Covered in This Session: ✔ What is Copy"
YouTube Link 2026-01-09T07:54Z 13.1K followers, [---] engagements
"4. ADF Pipelines and Activities Explained Azure Data Factory Beginner ETL Tutorial Data Factory Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we take a deep dive into the core concepts of Azure Data Factory: Pipelines and Activities. This session focuses on understanding how orchestration works in real-world projects before moving into hands-on Copy Activity pipelines. 🔍 Topics Covered in This Session: ✔ What is a Pipeline in"
YouTube Link 2026-01-07T06:25Z 13.3K followers, [---] engagements
"3. Create Azure Data Factory Step by Step Subscription Resource Group First Pipeline Tutorial Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we build the Azure foundation required before creating real data pipelines. This session is specially designed for freshers and non-IT background learners. 🔍 Topics Covered: ✔ What is Azure Account ✔ What is Management Group ✔ What is Azure Subscription ✔ Types of Azure Subscriptions (Free"
YouTube Link 2026-01-05T11:18Z 13.1K followers, [---] engagements
"2. Azure Data Factory Architecture Explained Components Integration Runtime Pipelines ETL Welcome to Session [--] of the Azure Data Factory Beginner Course 🚀 📘 Playlist: Azure Data Factory Beginner (From Scratch) https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session we explain Azure Data Factory Architecture in a very simple and beginner-friendly way. This session focuses on understanding the core building blocks of ADF before moving to hands-on. 🔍 Topics Covered: ✔ What is Azure Data Factory architecture ✔ High-level ADF architecture ✔ Pipeline explained"
YouTube Link 2026-01-03T04:34Z 13.2K followers, [---] engagements
"7. Databricks Delta Lake Time Travel & Versioning Restore and Vacuum Explained with Internals In this Databricks session we explore Delta Lake Time Travel Versioning Restore and Vacuum in detail and understand how Delta Lake maintains historical data safely and efficiently. This class explains how you can query old versions of data restore tables to a previous state and clean up obsolete files using VACUUM all while preserving ACID guarantees. These concepts are extremely important for production pipelines data recovery and Databricks interviews. 🔍 Topics Covered in This Session 🔹 Delta"
YouTube Link 2026-01-02T07:20Z 13.1K followers, [---] engagements
"1. What is Azure Data Factory (ADF) Architecture Explained for Beginners ETL Pipelines IR Welcome to the Azure Data Factory (ADF) Beginner Course 🚀 This is Session [--] of the playlist: 👉 Azure Data Factory Beginner (From Scratch) 👉 https://www.youtube.com/playlistlist=PL_XpoDibuob5KSroE9d1yoGdxpaI7XblI In this session you will understand WHY Azure Data Factory is required explained using real-world examples and very simple language. 🔍 Topics Covered: ✔ Real-world data problems ✔ Business requirements from data ✔ Traditional data movement approach ✔ Problems with traditional methods ✔"
YouTube Link 2026-01-01T04:53Z 13.1K followers, [---] engagements
"3. Databricks Managed vs External Tables Create Delta Tables Using DataFrame SQL & DeltaTable API Welcome to CloudPandith Databricks Course 🚀 In this session we clearly explain the difference between Managed Tables and External Tables in Databricks and how to create Delta tables using multiple approaches in real production environments. We also cover Delta Lake constraints such as PRIMARY KEY NOT NULL and CHECK which are frequently asked in Databricks interviews and critical for data quality enforcement. 🔍 Topics Covered in This Session 🔹 Managed Table vs External Table ✔ What is a Managed"
YouTube Link 2025-12-24T06:18Z 13.1K followers, [---] engagements
"3. Databricks Lakehouse Architecture Explained Delta Lake + Unity Catalog for Beginners 🔥 Welcome to Session [--] of the CloudPandith Databricks Series In this video you'll clearly understand the Databricks Lakehouse Architecture why it exists what problem it solves and how it combines Data Lakes + Data Warehouses. 🔍 Topics Covered: ✔ Why Data Lakes & Warehouses were separate ✔ Real-world issues with traditional architectures ✔ What the Lakehouse architecture solves ✔ Delta Lake Unity Catalog & Governance Layer ✔ How Lakehouse supports BI ML Streaming & Structured/Unstructured data 🏦 Real"
YouTube Link 2025-11-21T05:55Z 13K followers, [---] engagements
"25. Python Introduction for Databricks Key Features Identifiers Keywords Installation & Demo 🚀 Welcome to CloudPandith Trainings In this session we begin our Databricks course with a strong foundation in Python the most widely used programming language in data engineering analytics and machine learning. We cover essential Python fundamentals history versions features identifiers and keywordsfollowed by real-time demos from installation to writing Python code locally. This session is perfect for beginners non-programmers and anyone starting their Databricks or PySpark journey. 🔍 Topics"
YouTube Link 2025-11-18T09:58Z 13K followers, [---] engagements
"100. Get FREE Microsoft Certification Vouchers DP-900 DP-700 DP-600 PL-300 CloudPandith 🚀 BIG ANNOUNCEMENT from Microsoft Get 100% FREE certification exam vouchers for DP-900 DP-700 DP-600 and PL-300 through Microsoft Fabric Data Days 2025 🎓 In this video by CloudPandith Trainings youll learn: ✅ What is Microsoft Fabric Data Days ✅ How to enroll in Fabric Community events ✅ How to earn and claim your free exam voucher ✅ Which certifications are eligible (DP-900 DP-700 DP-600 PL-300) ✅ Key deadlines and preparation tips 💥 Offer valid till December [--] 2025 Dont miss this"
YouTube Link 2025-11-07T13:57Z 13.4K followers, [----] engagements
"2. What is PySpark and Why Use It in Databricks PySpark Tutorial for Beginners 🔥 Welcome to CloudPandith Databricks Series In this video (Session 2) youll learn: ✅ What PySpark is ✅ Why PySpark is used in Databricks ✅ How it helps in processing large datasets quickly and efficiently 📘 Topics Covered: - Introduction to PySpark - Benefits of using PySpark in Databricks - Understanding Databricks clusters and scaling - Databricks + PySpark = Supercharged Data Processing 🚀 By the end of this session youll understand how PySpark simplifies big data processing using Python and why Databricks is"
YouTube Link 2025-11-07T07:37Z 13K followers, [---] engagements
"1. How to Create Databricks Free Edition Account Step-by-Step Setup for Beginners 🚀 Learn how to create your Databricks Free Edition account in just a few minutes In this step-by-step tutorial you'll discover how to: ✅ Sign up for Databricks Free Edition ✅ Verify your account and access the workspace ✅ Create your first notebook and run a Spark command 📘 What youll learn: - What is Databricks Free Edition - How to use it for learning PySpark - How to explore data and build notebooks in the cloud 🔗 Start here: https://www.databricks.com/learn/free-edition 📚 Next Video: What is PySpark and"
YouTube Link 2025-11-06T09:30Z 13.1K followers, [---] engagements
"31&32. Introduction to Dataflows Dataflows Transformation Data Quality checks using dataflows know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-17T05:46Z 12.9K followers, [---] engagements
"26. Hands-On: Copy tables from multiple databases to ADLS using linked service parameters & Clean up know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-14T04:42Z 12.9K followers, [---] engagements
"77 .Databricks SQL Warehouse SQL Query Parameters Query Snippets & Templates Genie AI Chatbot know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com"
YouTube Link 2025-10-10T05:01Z 12.9K followers, [---] engagements
"19.Hands-On: Schedule ADF Pipelines (Minute Hourly Daily Weekly Monthly) & Use Multiple Triggers Azure Data Factory scheduling explained with a complete hands-on demo 🚀 In this session (ADF Course Session 19) you will learn how to schedule Azure Data Factory (ADF) pipelines using different time-based schedules such as minute hourly daily weekly and monthly and how to configure and manage multiple triggers for a single pipeline. This session focuses on real-time enterprise scheduling scenarios commonly used in production projects. -------------------------------------------------- 📌 What You"
YouTube Link 2025-10-09T06:07Z 12.9K followers, [---] engagements
"9. Hands-On : Multiple Tables Optimizing Incremental Data Load from Azure SQL DB to ADLS Gen2 know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn What is incremental load Difference between full load and incremental load Incremental load pipeline flow and design How to copy multiple tables from Azure SQL Database to Data Lake Storage Incrementally How to maintain Last processed values for Each table dataset parameters and generic datasets Lookup Activity Copy Activity"
YouTube Link 2025-09-24T14:25Z 12.9K followers, [---] engagements
"44. Hands-On : Fabric Delta Lake Features : Schema Enforcement Evaluation Time Travel CRUD Ops know about trainer https://goo.gl/maps/9jGub6NfLH2jmVeGA Contact us cloudpandith@gmail.com whats app +91 [----------] For More details visit www.cloudpandith.com We Will Learn: Microsoft Fabric is a unified data analytics platform one product one experience one architecture one business model a unified data is stored in oneLake for the entire organization. A unified experience brings together all the tools data professionals needs like pipelines for orchestrating data movement experiments for training"
YouTube Link 2025-09-08T05:13Z 12.9K followers, [---] engagements
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