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Course Outline:

Course Outline

  • Why Spark.
  • Advantages of Spark.
  • What is Spark.
  • Components of Spark.
  • History of Spark.
  • Spark Architecture.
  • Spark Language API’s.
  • Spark Session.
  • Data Frame and Partitions.
  • Transformations.
  • Actions.
  • Structured API’s.
  • Schema.
  • Spark Types.
  • Structured API Execution.
  • Read & Write API Structure.
  • Reading and Writing Data.
  • Reading and Writing Data – CSV, JSON, ORC.
  • Reading and Writing Text Files.
  • What are Low-level APIs and when to use them.
  • What are RDDs?.
  • Creating RDDs.
  • RDD Transformations and Actions.
  • Structure Streaming Overview.
  • Streaming vs Structured Streaming.
  • Advantage of Structured Streaming.
  • Stream Processing Examples.
  • Spark Structured Streaming – Core concepts.
  • Spark Structured Streaming – Hands on with one example.
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