Spark SQL Courses and Certifications

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

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

Distributed Computing with Spark SQL

687 ratings at Coursera

Learn distributed computing with Apache Spark SQL. Master big data analysis, optimize queries, build reliable data pipelines, and create production-grade lakehouses using Delta Lake. Ideal for SQL-proficient learners.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

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

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

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

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

Master Apache Spark using Spark SQL and PySpark 3

2354 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

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 & 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

Azure Databricks and Spark SQL (Python)

1949 ratings at Udemy

Master Azure Databricks with PySpark: Your Hands-On Guide to Advanced Data Engineering and Analysis (DP203)

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

Databricks Certified Associate Developer - Apache Spark 2022

1642 ratings at Udemy

A Step by Step Hands-on Guide to prepare for Databricks Certified Associate Developer for Apache Spark using Pyspark

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

Scalable Machine Learning on Big Data using Apache Spark

1248 ratings at Coursera

Learn to scale machine learning tasks on big data using Apache Spark. Gain hands-on experience with parallel processing, distributed storage, and SparkML Pipelines to handle petabyte-scale datasets efficiently.

• Coursera
• 6 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Databricks - Master Azure Databricks for Data Engineers

1227 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