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7. Running Spark in a Cluster

April 15, 2018

What is running Spark in a cluster? Find out in this episode.

6. Spark SQL

April 15, 2018

With the help of a housing price problem, you'll learn the fundamentals of Spark SQL.

5. Advanced Spark Topics

April 15, 2018

This episode will take you through the advanced Spark topics such as accumulators and broadcast variables.

4. Pair RDD

April 15, 2018

In this episode, you'll create pair RDDs and apply MapValue transformations on pair RDD. You'll also become familiar with different types of aggregation and transformations and get an overview of data portioning and join operations.

3. Spark Architecture and Components

April 15, 2018

In this episode, you'll get a detailed understanding of the Spark architecture and components.

2. RDD

April 15, 2018

In this become episode, you'll become familiar with the concepts of RDD (Resilient Distributed System). You'll create RDDs and learn how to apply transformations and actions on your dataset.

1. Get Started with Apache Spark

April 15, 2018

The episode starts with an introduction to Apache Spark and takes you through the process of setting up the environment on your local machines.

Description

Where to Watch Apache Spark with Python - Big Data with PySpark and Spark

Apache Spark with Python - Big Data with PySpark and Spark is available for streaming on the website, both individual episodes and full seasons. You can also watch Apache Spark with Python - Big Data with PySpark and Spark on demand at Amazon.