PySpark Courses and Certifications

Databricks

Bridging Big Data and AI - Empowering PySpark With Lance Format for Multi-Modal AI Data Pipelines

Discover how to integrate PySpark with Lance format for multimodal AI data pipelines, enabling efficient processing of images, tensors, and embeddings with advanced indexing capabilities.

• YouTube
• 19 minutes
• On-Demand
• Free Video

PyCon Israel

How to Kill Your PySpark Performance - Common Anti-patterns and Solutions

Discover essential PySpark optimization techniques and common anti-patterns to enhance data processing performance, reduce costs, and maximize Spark's potential through native tools and best practices.

• YouTube
• 20 minutes
• On-Demand
• Free Video

NashKnolX

Introduction to PySpark

Discover how to leverage PySpark for large-scale data processing, exploring RDDs, DataFrames, and Spark SQL to efficiently analyze data using distributed computing with Python.

• YouTube
• 31 minutes
• On-Demand
• Free Video

PySpark with Python

Learn PySpark for big data processing: DataFrame operations, handling missing values, filtering, aggregations, MLlib basics, and Databricks integration. Includes linear regression implementation.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Cleaning Data with PySpark

19 ratings at DataCamp

Learn how to clean data with Apache Spark in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Building Recommendation Engines with PySpark

Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Big Data Fundamentals with PySpark

19 ratings at DataCamp

Learn the fundamentals of working with big data with PySpark.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Best Hands-on Big Data Practices with PySpark & Spark Tuning

1542 ratings at Udemy

Semi-Structured (JSON), Structured and Unstructured Data Analysis with Spark and Python & Spark Performance Tuning

• Udemy
• 13 hours 5 minutes
• On-Demand
• Paid Course

Coursera

Transform and Validate Real-Time Data Fast

Discover how to build reliable real-time data pipelines with automated quality checks using Microsoft Fabric, PySpark, and Power BI for immediate business impact.

• Coursera
• 4 hours 58 minutes
• On-Demand
• Paid Course

Coursera

Data Analysis Using Pyspark

316 ratings at Coursera

Learn distributed data processing with PySpark, analyzing LastFM dataset in Google Colab. Apply queries, extract insights, and visualize results using matplotlib for large-scale data analysis.

• Coursera
• 2 hours 25 minutes
• On-Demand
• Paid Course

Complete Databricks & PySpark Bootcamp: Zero to Hero

318 ratings at Udemy

Master Databricks and PySpark for Data Engineering, SQL, Delta Lake, and Real-World ETL Projects

• Udemy
• 16 hours 54 minutes
• On-Demand
• Paid Course

Mega Python - Pandas, Numpy, ML, APIs, GraphQL, AWS, PySpark

84 ratings at Udemy

One Mega course which covers programming, web development, APIs, DevOps, Financial World, Machine Learning and much more

• Udemy
• 2 days 2 hours 41 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Spark and Python for Big Data with PySpark

71 ratings at Coursera

Master Apache Spark and PySpark for big data analytics, machine learning, ETL pipelines, and real-time processing to build scalable distributed applications.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 6 courses

PySpark Mastery: From Beginner to Advanced Data Processing

50 ratings at Udemy

Unlock PySpark, covering Python basics, RDD programming, MySQL integration, machine learning, and advanced analytics

• Udemy
• 5 hours 42 minutes
• On-Demand
• Paid Course

PySpark - Apache Spark Programming for Beginners (2026)

15843 ratings at Udemy

Master Apache Spark Programming in Python (PySpark) Using Databricks Free Edition - Recreated for 2026

• Udemy
• 1 day 4 hours 29 minutes
• On-Demand
• Paid Course