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Apache Spark Essentials is a two-day course that provides students with a quick introduction to the Spark environment, benefits, features and common uses and tools.

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Unlimited Duration

Last Updated

March 4, 2021

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This “skills-centric” course is about 50% hands-on lab and 50% lecture, designed to train attendees in core big data/ Spark development and use skills, coupling the most current, effective techniques with the soundest industry practices.In this course you willlearn about:

· Spark Basics

· Getting Started with Spark

· RDDs In Depth

Spark SQL & Dataframes

Course Curriculum

    • Background and history 00:00:00
    • Spark and Hadoop 00:00:00
    • Spark concepts and architecture 00:00:00
    • Spark eco system (core, spark sql, mlib, streaming) 00:00:00
    • First look at Spark 00:00:00
    • Spark web UI 00:00:00
    • Spark shell 00:00:00
    • Analyzing dataset – part 1 00:00:00
    • Inspecting RDDs 00:00:00
    • Partitions 00:00:00
    • RDD Operations / transformations 00:00:00
    • RDD types 00:00:00
    • MapReduce on RDD 00:00:00
    • Caching and persistence 00:00:00
    • Sharing cached RDDs 00:00:00
    • Dataframes 00:00:00
    • Dataframes DDL 00:00:00
    • Spark SQL 00:00:00
    • Defining tables and importing datasets 00:00:00
    • Queries 00:00:00

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