Apache Spark Courses and Certifications

Spark and Data Lakes

In this course, you will learn about the big data ecosystem and how to use Spark to work with massive datasets. You’ll also learn about how to store big data in a data lake and query it with Spark.

• Udacity
• 2 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Spark, Hadoop, and Snowflake for Data Engineering

43 ratings at Coursera

Master data engineering with Hadoop, Spark, and Snowflake. Build efficient pipelines, optimize platforms, and integrate MLflow. Explore Databricks for analytics and machine learning, while applying DevOps and DataOps methodologies.

• Coursera
• 1 day 5 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Apache Spark with Scala - Hands On with Big Data!

17908 ratings at Udemy

Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!

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

Taming Big Data with Apache Spark and Python - Hands On!

16440 ratings at Udemy

PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 7 hours 2 minutes
• On-Demand
• Paid Course

PySpark - Apache Spark Programming in Python for beginners

10677 ratings at Udemy

Master Apache Spark Programming in Python (PySpark) Using Free Databricks Community for Beginners with Capstone Project

• Udemy
• 14 hours 9 minutes
• On-Demand
• Paid Course

Spark Starter Kit

4502 ratings at Udemy

NOT another "What is Spark?" course ! Explore Spark in depth and get a strong foundation in Spark.

• Udemy
• 3 hours 18 minutes
• On-Demand
• Free Online Course

Apache Spark for Java Developers

3283 ratings at Udemy

Get processing Big Data using RDDs, DataFrames, SparkSQL and Machine Learning - and real time streaming with Kafka!

• Udemy
• 21 hours 43 minutes
• On-Demand
• Paid Course

Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru

3277 ratings at Udemy

Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.

• Udemy
• 3 hours 27 minutes
• On-Demand
• Paid Course

Spark SQL and Spark 3 using Scala Hands-On with Labs

2888 ratings at Udemy

A comprehensive course on Spark SQL as well as Data Frame APIs using Scala with complementary lab access

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

Apache Spark 3 - Spark Programming in Scala for Beginners

2810 ratings at Udemy

Learn Apache Spark 3 for data engineering using Scala. Covers architecture, data processing, sources/sinks, DataFrames, Spark SQL, development in IntelliJ, testing, and deployment. Suitable for beginners and professionals.

• Udemy
• 8 hours 8 minutes
• On-Demand
• Paid Course

Databricks Fundamentals & Apache Spark Core

2330 ratings at Udemy

Learn how to process big-data using Databricks & Apache Spark 2.4 and 3.0.0 - DataFrame API and Spark SQL

• Udemy
• 12 hours 9 minutes
• On-Demand
• Paid Course

Apache Spark 3 - Databricks Certified Associate Developer

2299 ratings at Udemy

Learn Apache Spark 3 With Scala & Earn the Databricks Associate Certification to prove your skills as data professional

• Udemy
• 4 hours 32 minutes
• On-Demand
• Paid Course

Apache Spark 3 & Big Data Essentials in Scala

2235 ratings at Udemy

Learn practical Big Data with Apache Spark DataFrames, Datasets, RDDs and Spark SQL, hands-on, in Scala

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

Introduction to Spark with sparklyr in R

Learn how to run big data analysis using Spark and the sparklyr package in R, and explore Spark MLIb in just 4 hours.

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

Introduction to Spark SQL in Python

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

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