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HDP Developer Enterprise Apache Spark I

  • Intermediate
  • 18 and older
  • $2,800
  • 462 Seventh Avenue, New York, NY
  • 32 hours over 4 sessions

Start Dates (0)

  • $2,800
  • Sunset Learning Institute - NYC @ 462 Seventh Avenue 6th Fl, New York, NY 10018
  • 32 hours over 4 sessions
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Class Description

Description

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 YARNUsing Spark Core APIs for interactive data explorationSpark SQL and DataFrame operationsSpark Streaming and DStream operationsData visualization, reporting, and collaborationPerformance monitoring and tuningBuilding and deploying Spark applicationsIntroduction 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.

Refund Policy

Cancellation Policy

  • For cancellation notice received more than 16 business days prior to the class date, students may receive either a full refund less 5% cancellation fee or reschedule into another class date.
  • For cancellation notice less than 16 business days prior to the class start date, students will receive a voucher in the amount of the paid tuition to use for the same course up to a six months time frame and will be automatically put onto the wait list of the course of their choice and granted final admission five business days prior to class start day based on enrollment levels.
  • Student substitutions may be made at any time prior to the class start date. The school recommends that students substitutions instead of cancellation.
  • Failure to attend without written notice prior to the class start date will be considered a no show and will result in forfeiture of the full course price.
The school reserves the right to reschedule a course at any time.

Reschedule Policy

  • If a student chooses to reschedule their enrollment more than 29 business days prior to the start of class, we will do so with no penalty.
  • If a student chooses to reschedule less than 29 business days prior to the training start date they will be subject to a reschedule fee. The fee will depend on the class and the timing.

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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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