Learn Apache Spark in 10 Minutes | Step by Step Guide Darshil Parmar
577.6K views · 12.2K likes · 2 years ago
Learn PySpark — Free Video Roadmap
A step-by-step path through the best free PySpark videos on YouTube — beginner to advanced, in the order that actually makes sense. YouTube channels teaching PySpark and Apache Spark for big-data processing in Python. Learn DataFrames, Spark SQL, transformations, and distributed data pipelines.
To learn PySpark in 2026, follow this order: start with a beginner crash course, then a full course, then advanced deep dives. This roadmap sequences 21 of the best free YouTube videos — beginning with "Learn Apache Spark in 10 Minutes | Step by Step Guide" by Darshil Parmar (577,554 views).
Step 1
Start Here
Beginner-friendly PySpark intros and crash courses
14:47 Pyspark Tutorials 1 | Introduction to the Big Data and Hadoop Map Reduce Ranjan Sharma
157.5K views · 2.5K likes · 5 years ago
11:12 Pyspark Tutorials 2 | Introduction to the Apache Spark and Map Reduce Ranjan Sharma
63.8K views · 1.1K likes · 5 years ago
24:25 122. Databricks | Pyspark| Delta Live Table: Introduction Raja's Data Engineering
32.9K views · 530 likes · 2 years ago
43:24 The ONLY Apache Spark Roadmap You NEED As a BEGINNER In 2026 Ansh Lamba
14.2K views · 369 likes · 3 months ago
Step 2
Core Skills
Full courses and comprehensive PySpark tutorials
![Apache Spark - The Ultimate Guide [From ZERO To PRO]](https://img.youtube.com/vi/FNJze2Ea780/mqdefault.jpg)
5:52:40 Apache Spark - The Ultimate Guide [From ZERO To PRO] Ansh Lamba
214.8K views · 3.8K likes · 1 year ago
1:15:10 Apache Spark Architecture - EXPLAINED! Databricks For Professionals
154.8K views · 3.8K likes · 1 year ago
1:19:53 IPL Data Analysis | Apache Spark End-To-End Data Engineering Project Darshil Parmar
147.5K views · 3.4K likes · 2 years ago
42:20 Apache Spark Was Hard Until I Learned These 30 Concepts! Afaque Ahmad
101K views · 3.2K likes · 6 months ago
6:43:45 PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial Ease With Data
78.4K views · 1.6K likes · 1 year ago
5:44:59 Delta Lake Masterclass | Azure Databricks | PySpark | From Zero-To-Expert Afaque Ahmad
61.7K views · 1.6K likes · 9 months ago
Step 3
Advanced & Deep Dives
Go deeper into PySpark internals and real-world use
3:49:54 PYSPARK X DBT End-To-End Data Engineering Project | Master Big Data Engineering Ansh Lamba
25.2K views · 633 likes · 8 months ago
55:50 100. Databricks | Pyspark | Spark Architecture: Internals of Partition Creation Demystified Raja's Data Engineering
17.3K views · 323 likes · 3 years ago
38:27 102. Databricks | Pyspark |Performance Optimization: Spark/Databricks Interview Question Series - II Raja's Data Engineering
14.4K views · 274 likes · 3 years ago
35:05 101. Databricks | Pyspark |Core/Architecture: Spark/Databricks Interview Question Series - I Raja's Data Engineering
13.3K views · 242 likes · 3 years ago
6:34:57 PySpark for Data Engineers Full Course 2026 | Basics to Advanced Data with Jay
12.5K views · 325 likes · 4 months ago
Step 4
Stay Current
The freshest PySpark videos from the last 6 months
3:23:08 Databricks X PySpark INTERVIEW QUESTIONS (2026 Guide) | PySpark Real-Time Scenarios Ansh Lamba
46.9K views · 1.3K likes · 5 months ago
1:34 Ugadi Special Offer | AWS Data Engineering + PySpark Course @ ₹8999 | 100% Job Assistance 🚀 RegularPython
32.8K views · 5 likes · 2 months ago
19:14 How to install PySpark with Docker | Easiest setup MANISH KUMAR
6.8K views · 131 likes · 6 months ago
2:13:11 End-to-End Retail Analytics Data Engineering Project using PySpark Data with Jay
4.8K views · 172 likes · 3 months ago
![Databricks Lakeflow Designer Tutorial For Beginners [No-Code PySpark]](https://img.youtube.com/vi/t693YP30DhQ/mqdefault.jpg)
59:26 Databricks Lakeflow Designer Tutorial For Beginners [No-Code PySpark] Ansh Lamba
4.5K views · 183 likes · 9 days ago
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