Spark SQL Courses and Certifications

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

CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Databricks

Care and Feeding of Catalyst Optimizer - Practical Troubleshooting for Spark SQL

Explore Spark's Catalyst Optimizer challenges, including UDF issues, codegen limitations, and JVM tuning. Learn to diagnose and solve complex query problems for improved Spark SQL performance.

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

NashKnolX

Understanding the SQL Aspects of Spark - Spark SQL

Explore Spark SQL's capabilities for distributed processing of structured data, integrating relational operations with Spark's high-performance engine.

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

Coursera Microcredential

Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

95 ratings at Coursera

Master scalable data engineering with SQL, Spark, Kafka & GenAI through hands-on projects that mirror real-world enterprise challenges and cutting-edge technologies.

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

[LEGACY–SUPPORT END] Spark SQL & Hadoop (For Data Science)

74 ratings at Udemy

Learn HDFS commands, Hadoop, Spark SQL, SQL Queries, ETL & Data Analysis| Spark Hadoop Cluster VM | Fully Solved Qs

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

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

3364 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

Databricks - Master Azure Databricks for Data Engineers

3331 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

Apache Spark 3 - Spark Programming in Scala for Beginners

3206 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

3027 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

2296 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 Certified Associate Developer - Apache Spark

1942 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

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

Master Apache Spark - Hands On!

1318 ratings at Udemy

Learn how to slice and dice data using the next generation big data platform - Apache Spark!

• Udemy
• 6 hours 59 minutes
• On-Demand
• Paid Course

PYSPARK End to End Developer Course (Spark with Python)

1316 ratings at Udemy

Learn PySpark end to end features and functionalities. Course also includes a Python course and HDFS Commands Course.

• Udemy
• 1 day 5 hours 6 minutes
• On-Demand
• Paid Course