Apache Spark Courses

Distributed Computing with Spark SQL

574 ratings at Coursera

This course is for students with SQL experience and now want to take the next step in gaining familiarity with distributed computing using Spark. Students will gain an understanding of when to use Spark and how Spark as an engine uniquely combines Data a…

• Coursera
• 14 hours worth of material, 4 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Big Data Analysis with Scala and Spark (Scala 2 version)

Manipulating big data distributed over a cluster using functional concepts is rampant in industry, and is arguably one of the first widespread industrial uses of functional ideas. This is evidenced by the popularity of MapReduce and Hadoop, and most rece…

• Coursera
• 28 hours worth of material, 4 weeks long
• 3rd Apr, 2023
• Free Online Course (Audit)

Data Engineering and Machine Learning using Spark

78 ratings at Coursera

Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio files, videos, sensor data, and satellite imagery and more to identify behav…

• Coursera
• 7-8 hours worth of material, 3 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Data Engineering with MS Azure Synapse Apache Spark Pools

21 ratings at Coursera

In this course, you will learn how to perform data engineering with Azure Synapse Apache Spark Pools, which enable you to boost the performance of big-data analytic applications by in-memory cluster computing. You will learn how to differentiate between…

• Coursera
• 7-8 hours worth of material, 3 weeks long
• 27th Mar, 2023
• Free Online Course (Audit)

Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to start a managed Spark/Hadoop cluster using Dataproc, submit a sample Spark job, and shut down your cluster using the Google Cloud Console.

• Coursera
• Less than 1 hour of material
• 3rd Apr, 2023
• Paid Course

Machine Learning with Spark on Google Cloud Dataproc

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to implement logistic regression using a machine learning library for Apache Spark running on a Google Cloud Dataproc cluster to develop a model for da…

• Coursera
• 1-2 hours worth of material
• 3rd Apr, 2023
• Paid Course

Big Data Computing with Spark

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 6-10 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

Spark Fundamentals II

Expand your knowledge of the concepts discussed in Spark Fundamentals I with a focus on RDDs (Resilient Distributed Datasets). RDDs are the main abstraction Spark provides to enable parallel processing across the nodes of a Spark…

• Cognitive Class
• 5 hours worth of material
• On-Demand
• Free Online Course

Big Data, Hadoop, and Spark Basics

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
• 2-3 hours a week, 6 weeks long
• Self paced
• Free Online Course (Audit)

Apache Spark for Data Engineering and Machine Learning

This short course introduces you to the fundamentals of Data Engineering and Machine Learning with Apache Spark, including Spark Structured Streaming, ETL for Machine Learning (ML) Pipelines, and Spark ML. By the end of the course, you will have hands-on…

• edX
• 2-3 hours a week, 3 weeks long
• Self paced
• Free Online Course (Audit)

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 worth of material
• On-Demand
• Free Online Course

Perform data engineering with Azure Synapse Apache Spark Pools

Perform data engineering with Azure Synapse Apache Spark Pools

• Microsoft Learn
• 2-3 hours worth of material
• On-Demand
• Free Online Course

Microcredential

Big Data Technology

This program integrates a variety of topics to allow students to learn the fundamental facets of big data. Topics include mathematical foundations, data analytics, and data processing infrastructures. HKUST ranks at the 30th in Computer Science and Infor…

• edX
• 5-9 hours a week, 36 weeks long
• $1,450.00
• 5 courses

Building Machine Learning Pipelines in PySpark MLlib

By the end of this project, you will learn how to create machine learning pipelines using Python and Spark, free, open-source programs that you can download. You will learn how to load your dataset in Spark and learn how to perform basic cleaning techniq…

• Coursera
• 1-2 hours worth of material
• 27th Mar, 2023
• Paid Course

Use the Apache Spark Structured Streaming API with MongoDB

By the end of this project, you will use the Apache Spark Structured Streaming API with Python to stream data from two different sources, store a dataset in the MongoDB database, and join two datasets. The Apache Spark Structured Streaming API is used to…

• Coursera
• 2 hours worth of material
• 27th Mar, 2023
• Paid Course