HDP Developer Enterprise Apache Spark INewly Released

HDP Developer Enterprise Apache Spark I Course Description

Duration: 4.00 days (32 hours)

This course is designed as an entry point for developers who need to create applications to analyze Big Data stored in Apache Hadoop using Spark. Topics include:

- An overview of the Hortonworks Data Platform (HDP), including HDFS and YARN
- Using Spark Core APIs for interactive data exploration
- Spark SQL and DataFrame operations
- Spark Streaming and DStream operations
- Data visualization, reporting, and collaboration
- Performance monitoring and tuning
- Building and deploying Spark applications
- Introduction to the Spark Machine Learning Library

Next Class Dates

Feb 12, 2018 – Feb 15, 2018
8:00 AM – 4:00 PM MT
519 8th Avenue, 2nd Floor, New York, NY 10018
New York, NY 10018
Mar 19, 2018 – Mar 22, 2018
8:00 AM – 4:00 PM MT
519 8th Avenue, 2nd Floor, New York, NY 10018
New York, NY 10018

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Contact us to customize this class with your own dates, times and location. You can also call 1-888-563-8266 or chat live with a Learning Consultant.

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Intended Audience for this HDP Developer Enterprise Apache Spark I Course

  • » Software engineers that are looking to develop in-memory applications for time sensitive and highly iterative applications in an Enterprise HDP environment.

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HDP Developer Enterprise Apache Spark I Course Objectives

  • » Describe Hadoop, HDFS, YARN, and the HDP ecosystem
  • » Describe Spark use cases
  • » Explore and manipulate data using Zeppelin
  • » Explore and manipulate data using a Spark REPL
  • » Explain the purpose and function of RDDs
  • » Employ functional programming practices
  • » Perform Spark transformations and actions
  • » Work with Pair RDDs
  • » Perform Spark queries using Spark SQL and DataFrames
  • » Use Spark Streaming stateless and window transformations
  • » Visualize data, generate reports, and collaborate using Zeppelin
  • » Monitor Spark applications using Spark History Server
  • » Learn general application optimization guidelines/tips
  • » Use data caching to increase performance of applications
  • » Build and package Spark applications
  • » Deploy applications to the cluster using YARN
  • » Understand the purpose of Spark MLlib

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HDP Developer Enterprise Apache Spark I Course Outline

      1. Labs
        1. Use common HDFS commands
        2. Use a REPL to program in Spark
        3. Use Zeppelin to program in Spark
        4. Perform RDD transformations and actions
        5. Perform Pair RDD transformations and actions
        6. Utilize Spark SQL
        7. Perform stateless transformations using Spark Streaming
        8. Perform window-based transformations
        9. Use Zeppelin for data visualization and reporting
        10. Monitor applications using Spark History Server
        11. Cache and persist data
        12. Configure checkpointing, broadcast variables, and executors
        13. Build and submit a Spark application to YARN
        14. Run Spark MLlib applications

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Do you have the right background for HDP Developer Enterprise Apache Spark I?

Skills Assessment

We ensure your success by asking all students to take a FREE Skill Assessment test. These short, instructor-written tests are an objective measure of your current skills that help us determine whether or not you will be able to meet your goals by attending this course at your current skill level. If we determine that you need additional preparation or training in order to gain the most value from this course, we will recommend cost-effective solutions that you can use to get ready for the course.

Our required skill-assessments ensure that:

  1. All students in the class are at a comparable skill level, so the class can run smoothly without beginners slowing down the class for everyone else.
  2. NetCom students enjoy one of the industry's highest success rates, and pass rates when a certification exam is involved.
  3. We stay committed to providing you real value. Again, your success is paramount; we will register you only if you have the skills to succeed.
This assessment is for your benefit and best taken without any preparation or reference materials, so your skills can be objectively measured.

Take your FREE Skill Assessment test »

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