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HDP Developer Enterprise Apache Spark I

at Sunset Learning Institute - Waltham

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Course Details
Price:
$2,800
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Location:
Waltham
303 Wyman St Ste 150
Btwn Lincoln & Winter Streets
Waltham, Massachusetts 02451
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Description
Class Level: Intermediate
Age Requirements: 18 and older
Average Class Size: 8

What you'll learn in this apache training:

HDP Developer Enterprise Apache Spark I

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
Target Audience:

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

Prerequisites:

Students should be familiar with programming principles and have previous experience in software development using either Python or Scala. Previous experience with data streaming, SQL, and HDP is also helpful, but not required.

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

School Notes:
Important:
All Sunset Learning Institute classes are taught in an instructor-led, live virtual environment. This price includes a facility fee of $300 (except Reston,VA or Denver, CO) to allow you to take it in a classroom-type environment. If you prefer to take the class from home, the $300 fee will be waived and refunded.

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Refund Policy
Refund is 2 weeks prior to class start date.

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Reviews of Classes at Sunset Learning Institute (4)

School: Sunset Learning Institute

Sunset Learning Institute

Sunset Learning Institute exists to provide world-class IT training by delivering exceptional experiences to our customers. Our goal is to help clients optimize their Cisco hardware investment through a consultative approach that allows us to deliver the highest quality advanced training in the marketplace,...

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