Spark worshop
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Description
In the first training day, the course will introduce developers to basic Spark concepts (RDD, Transformations, Actions). In the next two training days, the course will cover Spark including: Spark Streaming, and Cluster deployment.
Intended audience
Developers who wish to obtain the skills and knowledge to develop big data solutions with Spark.
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Day 1 – Sparks Basics
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Spark’s architecture.
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Python fundamentals
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Basic Spark concepts: RDD,Transformations,Actions
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Day 2 – Data in Spark
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Loading and storing data.
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Spark SQL
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Spark Streaming
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Day 3 – Clustering and Deployment
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Cluster deployment.
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Persist reusable results
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Controlling memory usage
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- Basic knowledge of programming in Python
- Storing and analyzing data
- Distributed programming with Spark
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