SQL For Big Data Engineering [Full Course 2025]

Apache Spark SQL | Databricks | Big Data Engineering | PySpark 🔍 What You'll Learn: In this comprehensive 4+ hour masterclass, you'll dive deep into SQL for Big Data Engineering - covering Spark SQL, Managed vs External Tables, complex queries, PySpark, CTEs, subqueries, UDFs, and working with Delta Lake on Azure and Databricks. Timestamps: 0:00 Introduction 14:30 What is SparkSQL 18:49 Why SparkSQL 25:04 Azure Free Account 29:08 Databricks Unity Catalog Environment Setup 40:23 PySpark Tutorial 55:31 First Spark SQL Statement 58:10 Temp Views VS Global Temp Views in Spark 1:04:32 Managed Tables vs External Tables 1:18:13 CTAS - Create Table As Select 1:34:46 Basic SQL Operations 1:46:29 Aggregations in SQL 1:57:06 Subqueries in SQL 2:03:29 Case-When Statements 2:12:06 CTE - Common Table Expressions 2:20:07 Window Functions 2:27:06 Advanced SQL Functions 2:39:07 MERGE or UPSERT 2:53:14 User Defined Functions 3:02:31 Dynamic Data Masking 3:19:50 Row Level Security 3:40:58 Delta Lake with SQL WATCH MY PREVIOUS VIDEOS ➡️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 ➡️PySpark Full Course https://youtu.be/94w6hPk7nkM?si=i3u_8ZWkGf6fiGyh REPOSITORY ➡️GitHub https://github.com/anshlambagit/SparkSQL ======================================= 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 #sql #bigdata #databricks #pyspark