PySpark Courses and Certifications

Spark and Python for Big Data with PySpark

23652 ratings at Udemy

Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more!

• Udemy
• 10 hours 35 minutes
• On-Demand
• Paid Course

A Crash Course In PySpark

3420 ratings at Udemy

Master PySpark and Big Data analytics with this concise course. Learn data handling, aggregation, filtering, and more in just 1-2 hours.

• Udemy
• 1 hour 15 minutes
• On-Demand
• Paid Course

Master Apache Spark using Spark SQL and PySpark 3

2256 ratings at Udemy

Master Apache Spark using Spark SQL as well as PySpark with Python3 with complementary lab access

• Udemy
• 1 day 8 hours 12 minutes
• On-Demand
• Paid Course

PySpark & AWS: Master Big Data With PySpark and AWS

1974 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 57 minutes
• On-Demand
• Paid Course

Apache Spark Streaming with Python and PySpark

553 ratings at Udemy

Learn to create big data streaming pipelines with Apache Spark using Python. Analyze live Tweet data, integrate with Apache Kafka, and master Spark's latest features. Offered by Udemy.

• Udemy
• 3 hours 58 minutes
• On-Demand
• Paid Course

PySpark - Python Spark Hadoop coding framework & testing

74 ratings at Udemy

Big data Python Spark PySpark coding framework logging error handling unit testing PyCharm PostgreSQL Hive data pipeline

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

PySpark Tutorial

1 review

Learn PySpark, an interface for Apache Spark in Python. PySpark is often used for large-scale data processing and machine learning.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Online Course

Introduction to PySpark

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

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

Machine Learning with PySpark

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

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

Feature Engineering with PySpark

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

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

Apache PySpark by Example

336 ratings at LinkedIn Learning

Get up and running with Apache Spark quickly. This practical hands-on course shows Python users how to work with Apache PySpark to leverage the power of Spark for data science.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Set Up PySpark for Data Analysis

23 ratings at Pluralsight

In this demo, you'll learn how to get data into PySpark.

• Pluralsight
• 10 minutes
• On-Demand
• Free Trial Available

PySpark with Python

This syllabus covers an introduction to Pyspark, DataFrames, Mlib, Databricks, and Linear Regression In-Depth Maths Intuition.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Open Data Science

PySpark Best Practices

Learn PySpark best practices from a Cloudera data scientist in under an hour. Understand dependency management, testing, and Spark's computational model for efficient data analysis.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Databricks

Architecting for Data Quality in the Lakehouse with Delta Lake and PySpark

Learn to architect for data quality in the lakehouse using Delta Lake and PySpark with Databricks. Understand data observability techniques and reliability across metadata, storage, and query engine tiers.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course