DB 100 - Apache Spark™ Overview

DB 100 - Apache Spark™ Overview

Summary

The course provides an introduction to the Spark architecture, some of the core APIs for using Spark, SQL and other high-level data access tools, as well as Spark’s streaming capabilities and machine learning APIs.

Description

After taking this class, students will be able to:
  • Use a subset of the core Spark APIs to operate on data.
  • Articulate and implement simple use cases for Spark
  • Build data pipelines and query large data sets using Spark SQL and DataFrames
  • Create Structured Streaming jobs
  • Understand how a Machine Learning pipeline works
  • Understand the basics of Spark’s internals

Duration

9 hours

Objectives

After taking this class, students will be able to:

  • Use a subset of the core Spark APIs to operate on data.
  • Articulate and implement simple use cases for Spark
  • Build data pipelines and query large data sets using Spark SQL and DataFrames
  • Create Structured Streaming jobs
  • Understand how a Machine Learning pipeline works
  • Understand the basics of Spark’s internals

Audience

Data analysts who want a quick introduction into how to use Apache Spark to streamline their big data processing, build production Spark jobs, and understand and debug running Spark applications.

Prerequisites

  • Some familiarity with Apache Spark is helpful but not required.
  • Knowledge of SQL is helpful.
  • Basic programming experience in an object-oriented or functional language is highly recommended but not required. The class can be taught concurrently in Python and Scala.

Additional Notes

All ​participants ​will ​need ​:

  • an ​internet ​connection

  • a ​device ​that is compliant with the following supported internet browsers

  • to ​confirm ​​​your ​​​device ​​​can ​​​run ​​​GoToTraining : ​ Validate

  • NOTE: GoToTraining ​is ​our chosen online ​platform ​through which the ​class ​will ​be ​delivered and ​prior ​to ​attendance, ​each ​registrant ​will ​receive ​GoToTraining ​log-in ​instructions.

  • Upcoming Classes

    Date
    Time
    Location
    Price
    Oct 29
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Oct 29
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    McLean , United States
    $ 1500.00 USD
    Nov 5
    9:00 AM - 5:00 PM
    Eastern Standard Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Dec 3
    9:00 AM - 5:00 PM
    Pacific Standard Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    Dec 3
    9:00 AM - 5:00 PM
    Pacific Standard Time
    San Francisco , United States
    $ 1500.00 USD
    Jan 7
    9:00 AM - 5:00 PM
    Pacific Standard Time
    San Francisco , United States
    $ 1500.00 USD
    Jan 7
    9:00 AM - 5:00 PM
    Pacific Standard Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    Jan 14
    9:00 AM - 5:00 PM
    Pacific Standard Time
    San Francisco , United States
    $ 1500.00 USD
    Jan 14
    9:00 AM - 5:00 PM
    Pacific Standard Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    Feb 11
    9:00 AM - 5:00 PM
    Eastern Standard Time
    McLean , United States
    $ 1500.00 USD
    Feb 11
    9:00 AM - 5:00 PM
    Eastern Standard Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Mar 3
    9:00 AM - 5:00 PM
    Eastern Standard Time
    McLean , United States
    $ 1500.00 USD
    Mar 3
    9:00 AM - 5:00 PM
    Eastern Standard Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Mar 17
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    San Francisco , United States
    $ 1500.00 USD
    Mar 17
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    Apr 21
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    San Francisco , United States
    $ 1500.00 USD
    Apr 21
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Edison , United States
    $ 1500.00 USD
    Apr 21
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Apr 21
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    May 26
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    San Francisco , United States
    $ 1500.00 USD
    May 26
    9:00 AM - 5:00 PM
    Pacific Daylight Time
    Online - Virtual Class - US Pacific Time
    $ 1500.00 USD
    Jun 9
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Edison , United States
    $ 1500.00 USD
    Jun 9
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD
    Jun 29
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    McLean , United States
    $ 1500.00 USD
    Jun 29
    9:00 AM - 5:00 PM
    Eastern Daylight Time
    Online - Virtual Class - US Eastern Time
    $ 1500.00 USD

    Onsite Training

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    Public Training

    Virtual Class - US Eastern Time

    • Confirmed
      9:00 AM - 5:00 PM EDT
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EDT
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EDT
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM EDT
      $ 1500.00 USD

    McLean, VA

    • Confirmed
      9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD

    Virtual Class - US Pacific Time

    • 9:00 AM - 5:00 PM PST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM PST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM PST
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM PDT
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM PDT
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM PDT
      $ 1500.00 USD

    San Francisco, CA

    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD

    Edison, NJ

    • 9:00 AM - 5:00 PM
      $ 1500.00 USD
    • 9:00 AM - 5:00 PM
      $ 1500.00 USD

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