Training: Introduction to Hadoop Development

Ref. HDP-01

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Duration:

3

days

Exam:

Not certifying

Level:

Fundamental

Funding:

Temptraining

ITTA | Trainings | Development | Programming | Introduction to Hadoop Development

Description

This Apache Hadoop Developer Certification Training will help you get a detailed idea about Big Data and Hadoop. Some of the topics included are introduction to the Hadoop ecosystem, understanding of HDFS and MapReduce including MapReduce abstraction. Learn to install, implement various components of Hadoop like Pig, Hive, Flume, Sqoop and YARN.

Participant profiles

Software developers, analytics, BI, ETL, and data warehousing professionals
Big Data Hadoop developers, architects and testing personnel

Objectives

Learn the Hadoop Architecture and Hadoop basics for beginners
Learn what is Hadoop, HDFS and MapReduce framework
Write MapReduce programs and deploy Hadoop clusters
Develop applications for Big Data using Hadoop Technology
Develop YARN programs on the Hadoop 2.X version
Work on Big Data analytics using Hive, Pig and YARN
Integrate MapReduce and HBase to do advanced usage and Indexing
Learn fundamentals of Spark framework and its working
Understand RDD in Apache Spark
Learn Hadoop development best practices
Job scheduling using Oozie

Prerequisites

No prerequisites

Course content

Module 1: Introduction to Big Data & Hadoop and its Ecosystem, Map Reduce and HDFS

Module 2: Hadoop Installation & setup

Module 3: Deep Dive in Mapreduce

Module 4: Graph Problem Solving

Module 5: Detailed understanding of Pig

Module 6: Detailed understanding of Hive

Module 7: (AVRO) Data Formats

Module 8: Introduction to Hbase architecture

Module 9: Hadoop Cluster Setup and Running Map Reduce Jobs

Module 10: Advance Mapreduce

Documentation

Digital courseware included

Lab / Exercises

Working with HDFS
Writing WordCount Program
Writing custom partitioner
Mapreduce with Combiner
Map Side Join
Reduce Side Joins
Unit Testing Mapreduce
Running Mapreduce in Local Job Runner Mode

Complementary courses

Temptraining funding

ITTA is a partner of Temptraining, the continuing education fund for temporary workers. This training fund can subsidize continuing education for anyone who works for an employer subject to the Collective Work Agreement (CCT) Rental of services.