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 September 2026, the best PySpark tutorials on YouTube come from 57 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 "Apache Spark Architecture - EXPLAINED!" by Databricks For Professionals. Full ranked list below, updated weekly from the YouTube Data API.
Explore PySpark
We indexed 200 PySpark videos from 57 YouTube channels to find the tutorials worth your time. The average PySpark tutorial gets 21,205 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 Databricks For Professionals.
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 865K subs new
- #2 AI Engineer 633K subs ▼1 (was #1)
- #3 Microsoft Power BI 528K subs ▼1 (was #2)
- #4 NeuralNine 484K subs ▼1 (was #3)
- #5 Data with Baraa 477K subs ▼1 (was #4)
- #6 Darshil Parmar 214K subs ▼1 (was #5)
- #7 Ankit Bansal 187K subs ▼1 (was #6)
- #8 PyData 173K subs ▼1 (was #7)
- #9 Databricks 166K subs ▼1 (was #8)
- #10 Ansh Lamba 150K subs ▼1 (was #9)
Top PySpark Videos
Apache Spark - The Ultimate Guide [From ZERO To PRO] Ansh Lamba
295.1K views · 4.9K likes · 1 year ago
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 · 9 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 · 8 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 · 9 months ago
44:35 Apache Spark Executor Tuning | Executor Cores & Memory Afaque Ahmad
51.5K views · 1.6K likes · 2 years 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
42:20 Apache Spark Was Hard Until I Learned These 30 Concepts! Afaque Ahmad
167.5K views · 4.8K likes · 9 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 - Data Engineering Mentor
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
21:00 narrow and wide transformation in spark | | Operations in Pyspark RDD | Pyspark tutorials - 6 Ranjan Sharma
30.5K views · 415 likes · 6 years ago
Recent & Trending
1:34 Ugadi Special Offer | AWS Data Engineering + PySpark Course @ ₹8999 | 100% Job Assistance 🚀 RegularPython
32.8K views · 5 likes · 5 months ago
1:07:10 (Databricks AIMS) AI Converts Legacy code to PySpark in Seconds 🚀 Sandeep Patharkar | AI Evangelist
25.5K views · 62 likes · 3 months ago
43:24 The ONLY Apache Spark Roadmap You NEED As a BEGINNER In 2026 Ansh Lamba
18.5K views · 454 likes · 6 months ago
18:22 Pandas vs PySpark vs Polars: The DataFrame Explained Visually Data with Baraa
17.8K views · 857 likes · 2 months ago
1:21:28 Mastering Joins In Apache Spark: Complete Deep Dive Afaque Ahmad
12.1K views · 419 likes · 2 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 · 3 months ago
2:03:34 PySpark Crash Course | Explained with Detailed Practical Implementation in Hindi 5 Minutes Engineering
11.5K views · 318 likes · 2 months ago
58:03 PySpark Crash Course - Distributed Data Processing in Python NeuralNine
5.4K views · 231 likes · 1 month ago
24:00 Become Data Engineer + AI Engineer @ ₹10K 🚀 | Python, AWS, PySpark, GenAI (Telugu) RegularPython
4K views · 8 likes · 4 months ago
1:06:39 Introduction to Apache Spark & PySpark | Beginner’s Guide to Big Data Gsk The Analyst
3.4K views · 65 likes · 5 months ago
Frequently Asked Questions
What are the best PySpark tutorial videos?
The best PySpark tutorials are ranked by view count and engagement from 200 videos across top YouTube educators. Top videos include tutorials from channels specializing in PySpark development.
Which PySpark videos are best for beginners?
Check the "Best for Beginners" section above — it filters for introductory PySpark content like crash courses, tutorials, and getting-started guides, ranked by views.
How many PySpark educators are on YouTube?
Developer Educators tracks YouTube channels covering PySpark tutorials and courses. Visit the All PySpark Channels page for the full list of educators.