Analyzing Data With Apache Spark (For Developers)

PT22155
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
  • First look at Spark
  • Spark Data structures
  • Caching
  • Dataframes / Datasets
  • Spark SQL
  • Spark and Hadoop
  • Spark API
  • Spark ML Overview
  • GraphX
  • Spark Streaming
  • Workshops

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