Apache Spark for Developers with Advanced Topics
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Apache Spark for Developers with Advanced Topics
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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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