# ![@pathfinder Avatar](https://lunarcrush.com/gi/w:26/cr:youtube::UCn6VmNZEe_sARJWWgyySEuQ.png) @pathfinder Pathfinder Analytics Academy

Pathfinder Analytics Academy posts on YouTube about databricks, how to, azure, microsoft the most. They currently have [------] followers and [--] posts still getting attention that total [-----] engagements in the last [--] hours.

### Engagements: [-----] [#](/creator/youtube::UCn6VmNZEe_sARJWWgyySEuQ/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCn6VmNZEe_sARJWWgyySEuQ/c:line/m:interactions.svg)

- [--] Week [-----] +68%
- [--] Month [------] +40%
- [--] Months [-------] -41%
- [--] Year [-------] +28%

### Mentions: [--] [#](/creator/youtube::UCn6VmNZEe_sARJWWgyySEuQ/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCn6VmNZEe_sARJWWgyySEuQ/c:line/m:posts_active.svg)

- [--] Week [--] no change
- [--] Month [--] no change
- [--] Months [--] -67%
- [--] Year [--] +188%

### Followers: [------] [#](/creator/youtube::UCn6VmNZEe_sARJWWgyySEuQ/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCn6VmNZEe_sARJWWgyySEuQ/c:line/m:followers.svg)

- [--] Week [------] +8.80%
- [--] Month [------] +10%
- [--] Months [------] +15%
- [--] Year [------] +138%

### CreatorRank: [---------] [#](/creator/youtube::UCn6VmNZEe_sARJWWgyySEuQ/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:youtube::UCn6VmNZEe_sARJWWgyySEuQ/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  48.28% [stocks](/list/stocks)  10.34% [finance](/list/finance)  3.45% [travel destinations](/list/travel-destinations)  1.72% [social networks](/list/social-networks)  1.72%

**Social topic influence**
[databricks](/topic/databricks) #42, [how to](/topic/how-to) 13.79%, [azure](/topic/azure) 13.79%, [microsoft](/topic/microsoft) #1737, [project](/topic/project) 8.62%, [engineering](/topic/engineering) 6.9%, [environment](/topic/environment) #1240, [tutorial](/topic/tutorial) 5.17%, [key](/topic/key) 5.17%, [apache](/topic/apache) 5.17%

**Top assets mentioned**
[Microsoft Corp. (MSFT)](/topic/microsoft)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Building Real-Time Streaming ETL with Delta Live Tables on Databricks (End to End Project) In this hands-on demo we build a production-grade real-time streaming ETL pipeline on Databricks using Delta Live Tables (DLT). Youll see how to ingest synthetic IoT data into Bronze tables enrich with static bridge metadata in Silver and compute 10-minute windowed aggregates (average temperature max vibration max tilt) in Goldcomplete with watermarks stream-to-static and stream-to-stream joins. 🔗 Links and Resources - Project Repository:"  
[YouTube Link](https://youtube.com/watch?v=tp7mc6EXmqs)  2025-06-02T17:15Z 50.5K followers, 40.3K engagements


"End to End Data Project with Microsoft Fabric - Data Engineering Data Factory and Power BI 🚀Join me in this tutorial as we build an end to end data engineering and reporting solution using Microsoft Fabric. This tutorial uses the USGS Earthquake API to build an end to end data solution focusing on the Data Engineering Data Factory and Power BI experiences. Timestamps 00:00 Introduction to the Project and Solution Overview 03:20 Creating a Fabric Workspace and Data Lakehouse 06:48 Overview of the USGS Earthquake API 08:04 Using Python Requests to Fetch API data 14:40 Coding the Bronze Layer"  
[YouTube Link](https://youtube.com/watch?v=Av44Nrhl05s)  2024-04-21T17:00Z 50.5K followers, 113.2K engagements


"Microsoft Fabric End to End Data Project for Data Analysts and BI Engineers Welcome to this comprehensive Microsoft Fabric data project using New York City taxi data. This video will guide you through an end-to-end data project focusing on Data Warehousing Data Factory and Power BI. We'll use TLC Trip record data stored in a Fabric Data Lakehouse and transform it through staging and presentation layers using Data Factory activities Dataflows and Stored Procedures. Pre-requisites ✅ - Microsoft Fabric environment - Basic SQL and data warehousing knowledge Timestamps 00:00:00 Introduction"  
[YouTube Link](https://youtube.com/watch?v=CtH1C2EP7e4)  2024-07-30T14:37Z 50.5K followers, 83K engagements


"Databricks Unity Catalog: A Technical Overview Welcome to the first video of my Databricks Unity Catalog Series Unity Catalog brings a new layer of data management and security to your Databricks environment and with this technical overview youll learn about these capabilities. Timestamps: 00:00 Introduction 00:17 What is Unity Catalog 00:30 Before vs After Unity Catalog 02:01 Key Features of Unity Catalog 02:39 Administrative Roles in Unity Catalog 03:15 Unity Catalog Object Model 04:24 Unity Catalog Enabled Workspace Demo 04:50 Accessing the Account Console 06:21 Catalog Explorer 08:40 3"  
[YouTube Link](https://youtube.com/watch?v=vwIujIbqEKQ)  2024-01-29T20:33Z 50.5K followers, 88.9K engagements


"04 The Apache Spark Ecosystem Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=4a1VxWUhuII)  2025-02-27T14:00Z 50.5K followers, [----] engagements


"Data Access Control with Databricks Unity Catalog Welcome to this straightforward and practical guide on Privilege Management with Databricks Unity Catalog. This video explains how to control access to data and other objects in Unity Catalog. Timestamps: 00:00 Introduction 00:28 Unity Catalog Security Model 02:28 Assigning Privileges Demo 🔗 Links and Documentation: Privilege Types by Object: https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/manage-privileges/privileges 💻 Check out my Databricks courses on Udemy: Azure Databricks and Spark SQL (Python):"  
[YouTube Link](https://youtube.com/watch?v=9HxSWYUeQgE)  2024-02-17T12:00Z 50.5K followers, 14.4K engagements


"02 How Hadoop and Apache Spark Transformed Modern Data Processing Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=BOwJTpIUdPc)  2025-02-25T14:00Z 50.5K followers, [----] engagements


"12 How to view DataFrames in Databricks Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=LyThCmurLP8)  2025-03-07T14:00Z 50.5K followers, [---] engagements


"Start a Microsoft Fabric Trial without using a work email address Want to get a trial of Microsoft Fabric but dont have a company email address In this short video Ill show you how to bypass this requirement and set up a Fabric Trial WITHOUT needing to use a company email address. Timestamps: 00:00 Introduction 01:00 Azure Account 02:36 Creating an Azure User 04:05 Starting the Microsoft Fabric Trial 📚Check out my Udemy Course https://www.udemy.com/course/microsoft-fabric-the-ultimate-guide/referralCode=94FDA5B8134E63965E92"  
[YouTube Link](https://youtube.com/watch?v=RHV7jZqc_tE)  2024-03-03T14:00Z 50.5K followers, 30.4K engagements


"03 Introduction to the Apache Spark Architecture Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=RON23Uqtrho)  2025-02-26T14:00Z 50.5K followers, [----] engagements


"Query Snowflake Data on Databricks with Lakehouse Federation This video explains how to set up Lakehouse Federation to run federated queries on Snowflake data that is not managed by Azure Databricks. 🔗 Links and Documentation: Run Federation Queries on Snowflake: https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/manage-privileges/privileges(https://learn.microsoft.com/en-us/azure/databricks/query-federation/snowflake) 💻 Check out my Databricks courses on Udemy: Azure Databricks and Spark SQL (Python):"  
[YouTube Link](https://youtube.com/watch?v=Re5Kg64Tg50)  2024-02-25T15:39Z 50.5K followers, 10.3K engagements


"End-to-End AI Ready Analytics Platform on Databricks - $0 Cost In this video I walk you a complete data engineering project on Databricks (Free Edition) that takes you from raw API ingestion and transformation all the way to a deployed Databricks App and an AI-ready Genie space using real-time earthquake data from the USGS API. 💻🛠 Tech stack: Databricks Free Edition Databricks Asset Bundles PySpark PySpark Custom Data Sources Python Unity Catalog Streamlit AI/BI Genie Space 🔗 GitHub Repo: https://github.com/pathfinder-analytics-uk/earthquake_analytics/tree/main 💼 LinkedIn:"  
[YouTube Link](https://youtube.com/watch?v=UhEE9h_7GKc)  2026-02-06T20:05Z 50.5K followers, 21.9K engagements


"Creating a Table from a DataFrame in Databricks Unity Catalog using PySpark #databricks 🔗 Links and Documentation: https://spark.apache.org/docs/3.1.2/api/python/reference/api/pyspark.sql.DataFrameWriter.saveAsTable.html 💻 Check out my Databricks courses on Udemy: Azure Databricks and Spark SQL (Python): https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE Databricks SQL for Data Analysts: https://www.udemy.com/course/databricks-sql-for-data-analysts/couponCode=YOUTUBE"  
[YouTube Link](https://youtube.com/watch?v=fwS_Ph7FVGI)  2024-02-14T12:00Z 50.5K followers, 22.3K engagements


"Creating External Tables in Databricks Unity Catalog #databricks #datalakehouse 🔗 Links and Documentation: - https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/create-tables#create-an-external-table 💻 Check out my Databricks courses on Udemy: Azure Databricks and Spark SQL (Python): https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE Databricks SQL for Data Analysts: https://www.udemy.com/course/databricks-sql-for-data-analysts/couponCode=YOUTUBE"  
[YouTube Link](https://youtube.com/watch?v=jVAwXrGW_YA)  2024-02-13T12:00Z 50.5K followers, 13.5K engagements


"Microsoft Fabric Simplified - A Technical Overview (+ Platform Demo) Welcome to this in-depth technical overview of Microsoft Fabric 🚀 In this video I break down Microsoft Fabric's main components architecture and various experiences. You'll get a demo of the platform to help you understand what it offers and how it unifies workflows across data ingestion processing and visualization. 🔗 Enrol in my Microsoft Fabric Course (maximum discount applied): https://www.udemy.com/course/microsoft-fabric-the-ultimate-guide/referralCode=YOUTUBE2025 🔍 Key Topics Covered (Timestamps): 00:00"  
[YouTube Link](https://youtube.com/watch?v=m7FAFMfHLu8)  2024-06-03T11:55Z 50.5K followers, 14.3K engagements


"Your guide to become an Azure Data Engineer in [----] (Roadmap) Want to become an Azure Data Engineer in [----] 🚀 This video breaks down a step-by-step roadmap to help you get started covering essential skills programming languages like SQL and Python key Azure services and much more. Whether youre new to data engineering or looking to pivot this guide will set you on the right path. 💻✨Exclusive Discount Codes To My Udemy Courses 🔗 Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 🔗 Microsoft Fabric:"  
[YouTube Link](https://youtube.com/watch?v=mhRMV9yV7wQ)  2025-01-14T13:49Z 50.5K followers, 37.6K engagements


"Real Time Streaming with Azure Databricks and Event Hubs 🚀Join me in this tutorial as we build a real-time analytics streaming solution using Azure Databricks and Event Hubs. Timestamps: Project Overview: 00:00:00 Solution Architecture: 00:00:44 Event Hubs Overview and Implementation: 00:04:11 Databricks Cluster and Library Set Up: 00:12:32 Importing the Project Notebook: 00:16:35 Initiating the Stream and Processing the Bronze Layer: 00:18:20 Processing the Silver Layer: 00:33:08 Processing the Gold Layer: 00:43:51 Near Real-Time Power BI Report: 00:54:43 Project Debrief: 00:59:41 🔥Project"  
[YouTube Link](https://youtube.com/watch?v=pwWIegHgNRw)  2023-12-12T18:02Z 49.1K followers, 51.3K engagements


"01 Learning PySpark with Databricks - Welcome to the Series Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=u_EDaJm-UJ0)  2025-02-24T16:01Z 50.5K followers, 18.2K engagements


"Use Databricks for FREE [--] Simple Hacks For Learners Are you curious about Databricks but worried about the cost Dont let a limited budget stop you from learning one of the most powerful data platforms out there In this video Ill show you [--] easy ways to access Databricks for FREE perfect for students professionals or anyone looking to explore Spark and Databricks without breaking the bank. [--] Databricks Community Edition A completely free and beginner-friendly way to get started. [--] Free Cloud Credits Leverage free trials from Azure GCP and AWS to unlock enterprise-grade features. [--] 14-Day Free"  
[YouTube Link](https://youtube.com/watch?v=xos6FQ7QH10)  2025-01-07T16:51Z 50.5K followers, [----] engagements


"SQL Commands: Data Manipulation Language (DML) A video lecture detaining the main DML Commands (INSERT UPDATE and DELETE) and syntax used in SQL"  
[YouTube Link](https://youtube.com/watch?v=dklGs0IEIzI)  2021-06-14T16:21Z 45.7K followers, [---] engagements


"Enabling Unity Catalog on Azure Databricks: A Step-by-Step Guide Welcome to this straightforward and practical guide on enabling Unity Catalog in your Azure environment. This video is tailored for users who are looking to activate this powerful feature but are unsure where to start. Unity Catalog brings a new layer of data management and security to your Databricks environment and with this short demo youll learn how to unlock these capabilities in a few easy steps. Ill walk you through a step-by-step demonstration on how to enable it in your Azure Databricks workspace. Timestamps: 00:00"  
[YouTube Link](https://youtube.com/watch?v=f6Acij4hPqA)  2024-01-25T20:49Z 45.6K followers, 57.6K engagements


"24 Introduction to PySpark DateTime Functions Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=ko4rs_heWyM)  2025-03-19T14:00Z 50.5K followers, [---] engagements


"Scalability benefits of the cloud Episode [--] (AZ-900 Azure Fundamentals) The Azure Fundamentals Certification is an opportunity to demonstrate your knowledge of cloud concepts Azure services Azure workloads security and privacy in Azure as well as Azure pricing and support. In this episode I will be covering the scalability benefits of the cloud. This video addresses the following curriculum items: Describe the benefits of scalability in the cloud"  
[YouTube Link](https://youtube.com/watch?v=1GBrv6tlc0g)  2023-03-26T17:00Z 17.3K followers, [---] engagements


"26 Removing Duplicate Rows Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=1hUtILm3A6o)  2025-03-21T14:00Z 50.5K followers, [---] engagements


"30 SQL Expressions Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=5XUAj75klW0)  2025-03-25T14:00Z 50.5K followers, [---] engagements


"09 Databricks File System Utilities Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=6Jq7DAtBSD0)  2025-03-04T02:00Z 50.5K followers, [----] engagements


"10 Anatomy of PySpark Code Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=EhdoiMRP8BQ)  2025-03-05T14:00Z 50.5K followers, [----] engagements


"31 Conditional Expressions Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=EzhJ1gGp8A4)  2025-03-26T14:00Z 50.5K followers, [---] engagements


"07 Introduction to Databricks Notebooks Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=HvQAbuWDVJw)  2025-03-02T14:00Z 50.5K followers, [----] engagements


"25 Filtering a DataFrame Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=Iv7vGJ48qKE)  2025-03-20T14:00Z 50.5K followers, [---] engagements


"Introduction to Treemaps in Plotly Express (Python) This tutorial is an introduction to Treemap charts on Plotly Express. Plotly Express is a data visualizaiton library in Python that allows you to create beautiful interactive charts. Check out my Udemy Course to get started with Python for Data Analysis and Visualization: https://www.udemy.com/course/python-for-data-analysis-visualization/referralCode=6E87382532CA22AF661E Link to GitHub: https://github.com/malvik01/Plotly-Express/blob/main/Treemaps.ipynb Plotly Express Documentation: https://plotly.com/python/treemaps/Treemap Syntax:"  
[YouTube Link](https://youtube.com/watch?v=Jy4iyYTwrb8)  2022-03-28T11:32Z 25.9K followers, 12.3K engagements


"08 Enabling the Databricks File System Browser Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=KoALqDPFMCk)  2025-03-03T14:00Z 50.5K followers, [----] engagements


"11 Creating DataFrames in PySpark Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources Notebook GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks Link to Notebook: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks/blob/main/11%20Creating%20DataFrames%20in%20PySpark.ipynb 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL:"  
[YouTube Link](https://youtube.com/watch?v=KzJECF9VCzo)  2025-03-06T14:00Z 50.5K followers, [----] engagements


"23 Introduction to PySpark Math Functions Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=LsF0GQDPUvY)  2025-03-18T14:00Z 50.5K followers, [---] engagements


"29 Combining DataFrames Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=N7mF9MPEq48)  2025-03-24T14:00Z 50.5K followers, [---] engagements


"Python Virtual Environments - The Complete Tutorial Learn how to keep your Python projects clean and conflict-free by using virtual environments. In this video well cover: - What a virtual environment is and why you need one - How to isolate dependencies per project - Generating and using a requirements.txt for easy sharing Whether youre maintaining multiple apps or collaborating with a team virtual environments ensure your code runs with the exact libraries it was built for. Timestamps 00:00 Introduction to Virtual Environments 03:09 Hands-On Demo 10:10 Recreating Environments with a"  
[YouTube Link](https://youtube.com/watch?v=ReAy0oKWX7o)  2025-05-08T16:02Z 50.5K followers, 32.9K engagements


"33 Executing SQL Queries in PySpark Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=TbEYHGlZjgw)  2025-03-28T14:00Z 50.5K followers, [---] engagements


"32 Temporary Views Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=U092KrUJx6c)  2025-03-27T14:00Z 50.5K followers, [---] engagements


"19 Renaming Columns Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=UQbcsUqRbzA)  2025-03-14T14:00Z 50.5K followers, [---] engagements


"16 Reading and Writing Parquet and Delta Lake Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=VMnM672G97s)  2025-03-11T14:00Z 50.5K followers, [----] engagements


"13 Introducing the DataFrameReader and DataFrameWriter Classes Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=VoxnHuLK5yQ)  2025-03-08T14:00Z 50.5K followers, [---] engagements


"06 Creating a Compute Cluster in Databricks Community Edition Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=YipGaTjC2A8)  2025-03-01T14:00Z 50.5K followers, [----] engagements


"22 Introduction to PySpark String Functions Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=cKOEZ9iBtMw)  2025-03-17T14:00Z 50.5K followers, [---] engagements


"20 Introduction to DataFrame Transformations Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=dif9CF3MvDA)  2025-03-15T14:00Z 50.5K followers, [---] engagements


"27 Grouping and Aggregating DataFrames Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=eEKYuWzmzvk)  2025-03-22T14:00Z 50.5K followers, [---] engagements


"18 Selecting Columns Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=eLjGoSZ0y2E)  2025-03-13T14:00Z 50.5K followers, [---] engagements


"21 Changing Data Types with Cast Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=h9gtEmLR-1Q)  2025-03-16T14:00Z 50.5K followers, [---] engagements


"Creating Managed Tables in Databricks Unity Catalog #databricks #datalakehouse 🔗 Links and Documentation: - https://learn.microsoft.com/en-us/azure/databricks/data-governance/unity-catalog/create-tables#create-a-managed-table 💻 Check out my Databricks courses on Udemy: Azure Databricks and Spark SQL (Python): https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE Databricks SQL for Data Analysts: https://www.udemy.com/course/databricks-sql-for-data-analysts/couponCode=YOUTUBE"  
[YouTube Link](https://youtube.com/watch?v=j0oIGFyiZM0)  2024-02-12T12:00Z 44.6K followers, [----] engagements


"05 Databricks Community Edition - Set Up and Overview Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources Sign Up for Databricks Community Edition: https://community.cloud.databricks.com/ GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL:"  
[YouTube Link](https://youtube.com/watch?v=jRZUCvTP6Lk)  2025-02-28T14:00Z 50.5K followers, [----] engagements


"Databricks Unity Catalog: Storage Credentials and External Locations Welcome to this straightforward and practical guide on Unity Catalog Storage Credentials and External Locations. Unity Catalog introduces several new securable objects to grant privileges to data in cloud object storage. - A storage credential is a securable object representing an Azure managed identity or Microsoft Entra ID service principal. - Once a storage credential is created access to it can be granted toprincipals users and groups. - An external location is a securable object that combines a storage path with a"  
[YouTube Link](https://youtube.com/watch?v=kRfNXFh9T3U)  2024-02-07T19:38Z 17.8K followers, 14K engagements


"28 Sorting and Limiting DataFrame Results Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=qxnZXMZIHnQ)  2025-03-23T14:00Z 50.5K followers, [---] engagements


"14 Reading and Writing CSV Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=tpaYw7O5uBU)  2025-03-09T14:00Z 50.5K followers, [---] engagements


"17 Write Modes Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=vGKrTH-3ugc)  2025-03-12T14:01Z 50.5K followers, [---] engagements


"15 Reading and Writing JSON Welcome to this Learning PySpark with Databricks YouTube series. This comprehensive series will get you from beginner to proficiency in PySpark. 🔗 Links & Resources GitHub Repository: https://github.com/pathfinder-analytics-uk/Learning-PySpark-with-Databricks 🌐 Add me on LinkedIn: https://www.linkedin.com/in/malvik-vaghadia/ 💻Discount Codes To My Udemy Courses ✨Azure Databricks and Spark SQL: https://www.udemy.com/course/azure-databricks-and-spark-sql-python/couponCode=YOUTUBE2025 ✨ Databricks SQL for Data Analysts:"  
[YouTube Link](https://youtube.com/watch?v=x5f7E0KksUg)  2025-03-10T14:00Z 50.5K followers, [---] engagements


"Effortless Querying with the Visual Query Editor (Microsoft Fabric Data Warehouse) This video demonstrates how to leverage the visual query editor in the Microsoft Fabric Data Warehouse for quick and efficient query writing. The visual query editor offers a no-code experience allowing you to create queries effortlessly. 🔗Links and Resources - Microsoft Documentation: https://learn.microsoft.com/en-us/fabric/data-warehouse/visual-query-editor"  
[YouTube Link](https://youtube.com/watch?v=SSQmQCaMCP8)  2024-06-23T16:36Z 50.5K followers, [----] engagements


"Learn SQL Basics in [--] Minutes - Tutorial 👉 Enrol in The Comprehensive SQL Course on Udemy (max discount applied) https://www.udemy.com/course/the-comprehensive-sql-course/couponCode=SQL_20 Welcome to a 20-minute SQL basics tutorial In this video I walk you through the basics of SQL using MySQL Workbenchfrom creating schemas and tables to inserting data and running queries. All the SQL scripts and demos are available on GitHub (link below). Ready to level up your SQL skills Enrol in my Comprehensive SQL Course on Udemy for [--] hours of hands-on lectures and real-world projects. Dont miss the"  
[YouTube Link](https://youtube.com/watch?v=n5_xbBGMlOQ)  2025-02-22T13:36Z 50.5K followers, 37.6K engagements


"Databricks SQL: Group By All Simplify your SQL with Group By All. Want to become a Databricks Data Analyst and learn SQL on the Databricks SQL platform Check out my Udemy course: https://www.udemy.com/course/databricks-sql-for-data-analysts/referralCode=78C6FFDBE3A7474B9607"  
[YouTube Link](https://youtube.com/watch?v=ntFkOcsmfVo)  2024-05-21T11:39Z 50.5K followers, [----] engagements


"QuickVisualize in Microsoft Fabric: Embed PowerBI Reports in Jupyter Notebooks This video shows you how you can render a Power BI report in seconds from a Spark DataFrame in Jupyter Notebook. 🔗 Links and Documentation: https://learn.microsoft.com/en-us/fabric/data-engineering/notebook-visualization#create-report-visuals-from-a-spark-dataframe https://learn.microsoft.com/en-us/power-bi/create-reports/service-interact-quick-report https://pypi.org/project/powerbiclient/ https://github.com/Microsoft/powerbi-jupyter"  
[YouTube Link](https://youtube.com/watch?v=ta_0BdXGOpM)  2024-03-19T12:00Z 50.5K followers, [----] engagements

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