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Opleiding: Apache Hadoop and MapReduce Essentials

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OEM Office Elearning Menu

P.J, Oudweg 4
1314 CH ALMERE
 

Inhoud van de cursus

Fundamentals of Hadoop
22 Minutes

Course Introduction
Basics of Hadoop
Users of Hadoop
The Four Vs of Big Data
Sources of Big Data
Clustering
Introduction to Server Farms

Installing Hadoop
27 Minutes

Hadoop Installation Considerations
Testing your Hadoop Installation
Your First Hadoop Cluster
Hadoop Distributions
Hadoop Ecosystem
The Role of YARN

File Storage/Tools
28 Minutes

Overview of Hadoop, Storage, MapReduce, Pig, and Hive
Understanding Data
Types of NoSQL Databases
Introduction to the Hadoop Distributed File System
Interacting with the HDFS
File Operations within the HDFS

Introduction to MapReduce
27 Minutes

The MapReduce Principles, Mappers, and Reducers
Using MapReduce with Pig and Hive
Introduction to the MapReduce Life Cycle
Understanding the MapReduce Data Flow
Subdividing Data

Practice: Introduction to Apache Hadoop
15 Minutes

MapReduce Essentials
15 Minutes

Course Introduction
Creating Job Components
Understanding MapReduce with a Conceptual Example
Hadoop MapReduce and Java
Executing Hadoop MapReduce Jobs

Programming Consideration and Techniques
23 Minutes
Job Flow Progress and Monitoring
Chaining MapReduce Jobs
Executing Commands
How Data is Processed, Persisted, and Read on the HDFS
Understanding Persistence and Types of Big Data

Using Hive, and Pig
29 Minutes
Using HiveQL to Write Queries
Understanding Hive File Formats
Working with Custom Hive Data Types
Using Pig Latin to Communicate with Hadoop
Writing Pig Scripts
Loading and Storing Data in Pig
Comparing Performance: MapReduce, Hive, and Pig

Unit Testing with MapReduce
15 Minutes
Understanding High-Level Processing
Viewing Job Status and Log Files
Killing MapReduce Jobs
Using JUnit
Introduction to MRUnit
Using a Mini MapReduce and HDFS Cluster
Using the Hadoop LocalJobRunner

15 Minutes
Exercise: Programming in MapReduce, Hive, and Pig

Toelatingseisen: wat heb je nodig?

Er is geen specifieke voorkennis vereist.

Duur van de cursus

29 uur

Bijzonderheden

Award Winning E-learning

Plaatsen / leslocaties

Heel Nederland, E-learning, Online

Algemene informatie over de cursus

Bestel deze unieke Elearning cursus Apache Hadoop and MapReduce Essentials online, 1 jaar 24/ 7 toegang tot rijke interactieve video’s, spraak, voortgangsbewaking door rapportages en testen per hoofdstuk om de kennis direct te toetsen.

Duur: 29 uur
Taal: Engels
Certificaat van deelname: Ja
Online toegang: 365 dagen
Voortgangsbewaking: Ja
Award Winning E-learning: Ja
Geschikt voor mobiel: Ja

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