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HDP Developer Enterprise Apache Spark I

at Sunset Learning Institute - Waltham

(6)

Course Details

Price:

$2,800

Start Date:

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Location:

Waltham
303 Wyman St Ste 150
Btwn Lincoln & Winter Streets
Waltham, Massachusetts 02451 (Map)

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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.

Map

Sunset Learning Institute
Waltham
303 Wyman St Ste 150
Btwn Lincoln & Winter Streets
Waltham, Massachusetts 02451 Waltham
303 Wyman St Ste 150
Btwn Lincoln & Winter Streets
Waltham, Massachusetts 02451

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School: Sunset Learning Institute

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Implementing and Administering Cisco Solutions v1.0

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at NetCom Learning - West End 90 Canal St 4th Flr, Boston, Massachusetts 02114

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