Apache Spark Courses and Certifications

Stream Processing Design Patterns with Spark

Learn how to build popular streaming design patterns efficiently with Apache Spark.

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

Spark MLlIB

Spark provides a machine learning library known as MLlib. Spark MLlib provides various machine learning algorithms such as classification, regression, clustering, and collaborative filtering. It also provides tools such as featurization, pipelines, persi…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Analyzing Big Data in R using Apache Spark

Master Apache Spark, a popular cluster computing framework used for performing large scale data analysis. SparkR provides a distributed data frame API that enables structured data processing with a syntax familiar to R users. Learn why R is a popular st…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Spark Fundamentals I

Learn the fundamentals of Spark, the technology that is revolutionizing the analytics and big data world! Spark is an open source processing engine built around speed, ease of use, and analytics. If you have large amounts of data that requires low latenc…

• Cognitive Class
• 5 hours
• On-Demand
• Free Online Course

Exploring Spark's GraphX

This course presents a holistic approach to Big Data, taking both a top-down and a bottom-up approach to questions such as: What is Big Data? How do we tackle Big Data? Why are we interested in it? What is a Big Data platform? The course emphasizes that…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Databricks

Encryption and Masking for Sensitive Apache Spark Analytics Addressing CCPA and Governance

Learn practical methods for data encryption and analytics balance with Databricks in under an hour. Ideal for addressing HIPAA, CCPA, and PCI requirements.

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

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
• 4 weeks, 2-3 hours a week
• On-Demand
• Paid Course

Using Apache Spark with .NET

This course offers a solid introduction to .NET for Apache Spark and how it brings the world of big data analytics to the .NET ecosystem.

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

Advance Your Skills as an Apache Spark Specialist

Apache Spark is among the fastest-growing tools in data science, due to its streaming, speed, and scalability capabilities. In particular, the Spark MLlib machine learning library is rapidly becoming a must-have for those working in AI. Stay up to date w…

• LinkedIn Learning
• 8 hours
• On-Demand
• Free Trial Available

Apache Spark Deep Learning Essential Training

Learn how to do deep learning with images on Apache Spark, using the Databricks deep learning library and Python.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Apache Spark Essential Training: Big Data Engineering

Learn how to make Apache Spark work with other Big Data technologies and put together an end-to-end project that can solve a real-world business problem.

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

Learning Journal

Apache Spark Tutorials

Learn to process massive volumes of data using Apache Spark with Learning Journal's 5-hour program. Understand Spark's architecture, dataframes, SQL, and more.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

Learning Journal

Apache Spark 3 - Beyond Basics and Cracking Job Interviews

Learn about Apache Spark 3, including Cluster and Runtime architecture, Deploy modes, Spark jobs, memory allocation, memory management, query execution, data skew, data caching, and Spark schedulers.

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

Spark Tutorials for Beginners

Master Spark in Big Data with this beginner-friendly tutorial. Learn about Spark basics, architecture, RDD, Spark SQL, and Spark Streaming in a 5-hour program.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

Great Learning

Spark Streaming Tutorial - Twitter Real Time Streaming - Apache Spark for Beginners

Apache Spark Streaming is a scalable fault-tolerant streaming processing system that natively supports both batch and streaming workloads. This video will help you to understand every aspect of Spark Streaming along with the examples and visuals for bett…

• YouTube
• 2 hours 35 minutes
• On-Demand
• Free Online Course