Apache Spark for Developers with Advanced Topics

Summary

This course will introduce Apache Spark. The students will learn how Spark fits into the Big Data ecosystem, and how to use Spark for data analysis. This class is taught with either Python language or Scala language. A language primer can be offered if needed

Prerequisites

Developer background

Duration

3 Days/Lecture & Lab

Audience

This course is designed for Developers and Architects

Topics

• Spark Introduction
• The first look at Spark
• Spark Data structures
• Caching
• DataFrames and Datasets
• Spark SQL
• Spark and Hadoop
• Spark API
• Spark ML Overview
• GraphX
• Spark Streaming
• Workshops
• Advanced Topics

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