Hadoop for Developers (4 days) Training Course

  1. Big Data Training
  2. Hadoop Training
  3. Hadoop for Developers (4 days) Training Course

Course Code

hadoopdev

Duration

28 hours (usually 4 days including breaks)

Requirements

  • comfortable with Java programming language (most programming exercises are in java)
  • comfortable in Linux environment (be able to navigate Linux command line, edit files using vi / nano)

Lab environment

Zero Install : There is no need to install hadoop software on students’ machines! A working hadoop cluster will be provided for students.

Students will need the following

  • an SSH client (Linux and Mac already have ssh clients, for Windows Putty is recommended)
  • a browser to access the cluster. We recommend Firefox browser

Overview

Apache Hadoop is the most popular framework for processing Big Data on clusters of servers. This course will introduce a developer to various components (HDFS, MapReduce, Pig, Hive and HBase) Hadoop ecosystem.

 

Course Outline

Section 1: Introduction to Hadoop

  • hadoop history, concepts
  • eco system
  • distributions
  • high level architecture
  • hadoop myths
  • hadoop challenges
  • hardware / software
  • lab : first look at Hadoop

Section 2: HDFS

  • Design and architecture
  • concepts (horizontal scaling, replication, data locality, rack awareness)
  • Daemons : Namenode, Secondary namenode, Data node
  • communications / heart-beats
  • data integrity
  • read / write path
  • Namenode High Availability (HA), Federation
  • labs : Interacting with HDFS

Section 3 : Map Reduce

  • concepts and architecture
  • daemons (MRV1) : jobtracker / tasktracker
  • phases : driver, mapper, shuffle/sort, reducer
  • Map Reduce Version 1 and Version 2 (YARN)
  • Internals of Map Reduce
  • Introduction to Java Map Reduce program
  • labs : Running a sample MapReduce program

Section 4 : Pig

  • pig vs java map reduce
  • pig job flow
  • pig latin language
  • ETL with Pig
  • Transformations & Joins
  • User defined functions (UDF)
  • labs : writing Pig scripts to analyze data

Section 5: Hive

  • architecture and design
  • data types
  • SQL support in Hive
  • Creating Hive tables and querying
  • partitions
  • joins
  • text processing
  • labs : various labs on processing data with Hive

Section 6: HBase

  • concepts and architecture
  • hbase vs RDBMS vs cassandra
  • HBase Java API
  • Time series data on HBase
  • schema design
  • labs : Interacting with HBase using shell;   programming in HBase Java API ; Schema design exercise

Testimonials

★★★★★
★★★★★

Related Categories

Related Courses

Alluxio: Unifying Disparate Storage SystemsAdministrator Training for Apache HadoopApache Hadoop: Manipulation and Transformation of Data PerformanceDatameer for Data AnalystsHadoop AdministrationHadoop For AdministratorsHadoop for Business AnalystsAdvanced Hadoop for DevelopersHadoop for Developers and AdministratorsHadoop for Project ManagersHadoop Administration on MapRHBase for DevelopersApache Avro: Data Serialization for Distributed ApplicationsSamza for Stream ProcessingTigon: Real-time Streaming for the Real World

Course Discounts

Android Security

10/23/2019 - 09:30
Luxembourg, Place de la Gare
Remote
3500EUR
3150EUR
 Classroom
4100EUR
3750EUR
Read more

Modelling Decision and Rules with OMG DMN

10/24/2019 - 09:30
Luxembourg, Place de la Gare
Remote
3500EUR
3150EUR
 Classroom
4100EUR
3750EUR
Read more

Cyber Emergency Response Team (CERT)

11/12/2019 - 09:30
Luxembourg, Place de la Gare
Remote
1750EUR
1575EUR
 Classroom
2150EUR
1975EUR
Read more

R Programming for Finance

01/13/2020 - 09:30
Luxembourg, Place de la Gare
Remote
7000EUR
6300EUR
 Classroom
8000EUR
7300EUR
Read more

Learning Go Programming

03/10/2020 - 09:30
Luxembourg, Place de la Gare
Remote
7000EUR
6300EUR
 Classroom
8000EUR
7300EUR
Read more

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients

is growing fast!

We are looking to expand our presence in Luxembourg!

As a Business Development Manager you will:

  • expand business in Luxembourg
  • recruit local talent (sales, agents, trainers, consultants)
  • recruit local trainers and consultants

We offer:

  • Artificial Intelligence and Big Data systems to support your local operation
  • high-tech automation
  • continuously upgraded course catalogue and content
  • good fun in international team

If you are interested in running a high-tech, high-quality training and consulting business.

Apply now!