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The key objectives of this course are as follows;
Learn Spark Architecture
Learn Spark Execution Concepts
Learn Spark Transformations and Actions using the Structured API
Learn Spark Transformations and Actions using the RDD (Resilient Distributed Datasets) API
Learn how to set up your own local PySpark Environment
Learn how to interpret the Spark Web UI
Learn how to interpret DAG (Directed Acyclic Graph) for Spark Execution
The Python Spark project that we are going to do together;
Create a Spark Session
Read a CSV file into a Spark Dataframe
Learn to Infer a Schema
Select data from the Spark Dataframe
Produce analytics that shows the topmost sales orders per Region and Country
09 November 2020
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