Spark SQL Courses and Certifications

Mastering Databricks SQL Warehouse and Spark SQL

451 ratings at Udemy

A Comprehensive Course on Databricks SQL Warehouse and Spark SQL for Data Engineers, Data Analysts, BI Developers, etc

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

Databricks

Accelerating Data Processing in Spark SQL with Pandas UDFs - Optimization Techniques

Learn to optimize Spark SQL data processing using Pandas UDFs. Discover techniques to speed up queries, profile jobs efficiently, and leverage custom UDFs for significant performance gains in large-scale data pipelines.

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

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

Introduction to PySpark

Master PySpark to handle big data with ease—learn to process, query, and optimize massive datasets for powerful analytics!

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

Big Data, Hadoop, and Spark Basics

42 ratings at edX

This course provides foundational big data practitioner knowledge and analytical skills using popular big data tools, including Hadoop and Spark. Learn and practice your big data skills hands-on.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Azure Synapse Apache Spark Pools: Data engineering

Master Apache Spark in Azure Synapse Analytics for data engineering, including Delta Lake for ACID transactions, data transformation techniques, and visualization using SQL, notebooks, and Python libraries.

• edX
• 1 week, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

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

17180 ratings at Udemy

PySpark tutorial with 40+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 8 hours 46 minutes
• On-Demand
• Paid Course

PySpark - Apache Spark Programming in Python for beginners

12996 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

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

3327 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

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

2635 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

Azure Databricks and Spark SQL (Python)

2481 ratings at Udemy

Master Azure Databricks with PySpark: Your Hands-On Guide to Advanced Data Engineering and Analysis

• Udemy
• 12 hours 28 minutes
• On-Demand
• Paid Course

Master Apache Spark using Spark SQL and PySpark 3

2451 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

Apache Spark 3 & Big Data Essentials in Scala

2280 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

Databricks - Master Azure Databricks for Data Engineers

2085 ratings at Udemy

Learn Azure Databricks for professional data engineers using PySpark and Spark SQL with an end-to-end capstone project

• Udemy
• 17 hours 34 minutes
• On-Demand
• Paid Course