Delta Lake - The Ultimate Guide [WITH 2025 UPDATES]

Azure Databricks | Delta Lake | PySpark | Big Data 🔍 What You'll Learn: In this 3+ hour tutorial, you'll learn Delta Lake from start to finish - the core of Azure Databricks and big data engineering. If you're aiming for a Big Data Engineering role, this course is your perfect guide. Timestamps: 0:00 Introduction 06:09 Data Warehouse VS Data Lake VS Delta Lake 16:15 Delta Lake Architecture 25:33 Databricks Free Edition 27:43 Databricks Overview 33:14 Ch-1 Delta Lake Tables 1:01:50 Ch-2 Delta Log 1:15:17 Ch-3 Delta Lake Schema Evolution 1:27:00 Ch-4 DML and Merge with Deletion Vectors 1:51:52 Ch-5 Delta Log Level Schema Changes 2:02:34 Ch-6 Table Utility Commands 2:34:54 Ch-7 Change Data Feed 2:43:08 Ch-8 UniForm in Delta Lake 2:52:47 Ch-9 Delta Lake Optimization WATCH MY PREVIOUS VIDEOS ➡️PySpark Full Course https://youtu.be/94w6hPk7nkM?si=i3u_8ZWkGf6fiGyh ➡️Azure End To End Data Project https://youtu.be/uc-u_juRg-w?si=sO_CavjnhNaSnZri ➡️Databricks Tutorial https://youtu.be/7pee6_Sq3VY?si=pPBrTnE2R8PhhHu5 REPOSITORY ➡️GitHub https://github.com/anshlambagit/AnshLambaYoutube ======================================= Join this channel to SUPPORT MY HARDWORK: https://www.youtube.com/channel/UCu7lQE-L5gzt8aD7zuuufjw/join ======================================= Connect with ME LinkedIn - https://www.linkedin.com/in/ansh-lamba-793681184/ Telegram - https://t.me/anshlambadatafam ========================= For COLLABORATION 👇 anshlambacollab@gmail.com ========================= ⭐Hashtags⭐ #azure #databricks #dataengineering #deltalake #bigdata