Learn Apache Spark in 10 Minutes | Step by Step Guide Darshil Parmar
601K views · 12.5K likes · 3 years ago
Best PySpark Tutorial Videos
200 PySpark videos from top YouTube educators, ranked by views and engagement. YouTube channels teaching PySpark and Apache Spark for big-data processing in Python. Learn DataFrames, Spark SQL, transformations, and distributed data pipelines.
See PySpark Channels →As of October 2026, the best PySpark tutorials on YouTube come from 58 verified creators across 200 indexed videos. Ranked by total views, the top picks are "Learn Apache Spark in 10 Minutes | Step by Step Guide" by Darshil Parmar (601,037 views) , "Apache Spark - The Ultimate Guide [From ZERO To PRO]" by Ansh Lamba , and "PySpark Tutorial for Beginners" by coder2j. Full ranked list below, updated weekly from the YouTube Data API.
Explore PySpark
We indexed 200 PySpark videos from 58 YouTube channels to find the tutorials worth your time. The average PySpark tutorial gets 22,685 views, but the top videos below far exceed that — these are the ones developers keep coming back to.
The most-watched PySpark tutorial has 601,037 views from Darshil Parmar. Other top educators include Ansh Lamba and coder2j.
PySpark Channels on the Move
Ranked by subscribers, with movement vs ~30 days ago. See fastest-rising by view velocity → This week in dev YouTube →
- #1 5 Minutes Engineering 873K subs —
- #2 AI Engineer 833K subs —
- #3 Microsoft Power BI 531K subs —
- #4 Data with Baraa 512K subs —
- #5 NeuralNine 487K subs —
- #6 Google Cloud 367K subs —
- #7 Darshil Parmar 217K subs —
- #8 Ankit Bansal 188K subs —
- #9 PyData 173K subs —
- #10 Databricks 168K subs —
Top PySpark Videos
Apache Spark - The Ultimate Guide [From ZERO To PRO] Ansh Lamba
295.1K views · 4.9K likes · 1 year ago
1:15:10 Apache Spark Architecture - EXPLAINED! Databricks For Professionals
177.3K views · 4.2K likes · 2 years ago
42:20 Apache Spark Was Hard Until I Learned These 30 Concepts! Afaque Ahmad
167.5K views · 4.8K likes · 11 months ago
1:54 10x Data Engineering with Low-Code Apache Spark on Databricks (english subtitles) Prophecy - Agentic Data Prep & Analysis
162K views · 3 likes · 4 years ago
14:47 Pyspark Tutorials 1 | Introduction to the Big Data and Hadoop Map Reduce Ranjan Sharma
159.4K views · 2.5K likes · 6 years ago
1:19:53 IPL Data Analysis | Apache Spark End-To-End Data Engineering Project Darshil Parmar
154.2K views · 3.5K likes · 2 years ago
3:01:19 Apache Spark End-To-End Data Engineering Project | Apple Data Analysis The Big Data Show
135.4K views · 3.1K likes · 2 years ago
39:16 End-To-End Data Engineering Project in 40 Minutes | AWS Cloud | PySpark Date with Data
97.1K views · 2.2K likes · 2 years ago
5:44:59 Delta Lake Masterclass | Azure Databricks | PySpark | From Zero-To-Expert Afaque Ahmad
89.5K views · 2.1K likes · 1 year ago
6:43:45 PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial Ease With Data
88.1K views · 1.7K likes · 1 year ago
3:23:08 Databricks X PySpark INTERVIEW QUESTIONS (2026 Guide) | PySpark Real-Time Scenarios Ansh Lamba
71.9K views · 1.8K likes · 10 months ago
11:12 Pyspark Tutorials 2 | Introduction to the Apache Spark and Map Reduce Ranjan Sharma
64.3K views · 1.1K likes · 6 years ago
13:17 Pyspark Tutorials 3 | pandas vs pyspark || what is rdd in spark || Features of RDD Ranjan Sharma
63.9K views · 902 likes · 6 years ago
3:39:57 PySpark Streaming Full Course | Big Data With Apache Spark Ansh Lamba
63.5K views · 1.3K likes · 1 year ago
![PySpark Real-Time Scenarios For Big Data Engineers [JOB READY 2025]](https://img.youtube.com/vi/-Gvnm9eS8v8/mqdefault.jpg)
2:52:55 PySpark Real-Time Scenarios For Big Data Engineers [JOB READY 2025] Ansh Lamba
57.5K views · 1.2K likes · 1 year ago
15:07 Pyspark Installation on Windows Machine | Pyspark Installation on Google Colab | Pyspark - 4 Ranjan Sharma
54.2K views · 576 likes · 6 years ago
23:09 
20:19 04_2 - Setup PySpark in Local Machine with Jupyter Lab | PySpark Local Machine Setup Ease With Data
52.8K views · 548 likes · 11 months ago
Best for Beginners
10:47 Learn Apache Spark in 10 Minutes | Step by Step Guide Darshil Parmar
601K views · 12.5K likes · 3 years ago
48:12 42:20 Apache Spark Was Hard Until I Learned These 30 Concepts! Afaque Ahmad
167.5K views · 4.8K likes · 11 months ago
14:47 Pyspark Tutorials 1 | Introduction to the Big Data and Hadoop Map Reduce Ranjan Sharma
159.4K views · 2.5K likes · 6 years ago
6:43:45 PySpark Full Course | Basic to Advanced Optimization with Spark UI PySpark Training | Spark Tutorial Ease With Data
88.1K views · 1.7K likes · 1 year ago
11:12 Pyspark Tutorials 2 | Introduction to the Apache Spark and Map Reduce Ranjan Sharma
64.3K views · 1.1K likes · 6 years ago
13:17 Pyspark Tutorials 3 | pandas vs pyspark || what is rdd in spark || Features of RDD Ranjan Sharma
63.9K views · 902 likes · 6 years ago
20:27 Pyspark RDD Operations | Actions in Pyspark RDD | Fold vs Reduce | Glom() | Pyspark tutorials - 5 Ranjan Sharma
49.7K views · 472 likes · 6 years ago
1:56:28 End-to-End ETL Pipeline in AWS: Redshift, PySpark, Glue, EMR, Hudi & Airflow #aws #awstutorial #etl Nitin Srivastava
44.5K views · 1.2K likes · 1 year ago
24:25 122. Databricks | Pyspark| Delta Live Table: Introduction Raja's Data Engineering
34.1K views · 539 likes · 2 years ago
Recent & Trending
1:07:10 (Databricks AIMS) AI Converts Legacy code to PySpark in Seconds 🚀 Sandeep Patharkar | AI Evangelist
25.5K views · 62 likes · 5 months ago
18:22 Pandas vs PySpark vs Polars: The DataFrame Explained Visually Data with Baraa
17.8K views · 857 likes · 3 months ago
1:21:28 Mastering Joins In Apache Spark: Complete Deep Dive Afaque Ahmad
12.1K views · 419 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
11.9K views · 333 likes · 4 months ago
2:03:34 PySpark Crash Course | Explained with Detailed Practical Implementation in Hindi 5 Minutes Engineering
11.5K views · 318 likes · 4 months ago
58:03 PySpark Crash Course - Distributed Data Processing in Python NeuralNine
5.4K views · 231 likes · 2 months ago
11:55:15 Data Engineer Interview Questions By Ansh Lamba (12 Hours) | PySpark, Databricks, Azure Data Factory Ansh Lamba
5.3K views · 238 likes · 11 days ago
7:05:43 Databricks PySpark Masterclass for Data Engineer | Spark | Azure | Unity Catalog | Full Course |2026 RealDataCloud
3.1K views · 68 likes · 19 days ago
1:08:36 DP-700 Microsoft Fabric Training | Episode 5: PySpark Notebooks for Data Engineering Learn Microsoft Fabric, Power BI, SQL Amit Chandak
3.1K views · 69 likes · 4 months ago
1:09:15 Data Engineering Interview Preparation | Set 1 | SQL + Python + PySpark | Practical & Theoretical PathNex - Shaping Careers
2.3K views · 17 likes · 19 days ago
Frequently Asked Questions
What are the best PySpark tutorial videos?
The most-watched PySpark tutorials on YouTube are "Learn Apache Spark in 10 Minutes | Step by Step Guide" by Darshil Parmar (601,037 views), "Apache Spark - The Ultimate Guide [From ZERO To PRO]" by Ansh Lamba (295,117 views) and "PySpark Tutorial for Beginners" by coder2j (192,772 views). They lead the 200 most-viewed PySpark videos on this page, from 58 channels, ranked by view count.
Which PySpark videos are best for beginners?
The most-watched beginner PySpark video is "Learn Apache Spark in 10 Minutes | Step by Step Guide" by Darshil Parmar (601,037 views). The Best for Beginners section lists 10 crash courses, tutorials and getting-started videos, ranked by views.
How many PySpark educators are on YouTube?
Developer Educators tracks 102 YouTube channels that teach PySpark. Visit the All PySpark Channels page for the full list of educators.
How are videos ranked?
Videos are ranked by view count within each section. Top Videos shows the most-watched overall, Best for Beginners filters for introductory content, and Recent & Trending highlights videos from the last 6 months.