Hadoop for Business Analysts Training Course

  1. Big Data Training
  2. Hadoop Training
  3. Hadoop for Business Analysts Training Course

Course Code

hadoopba

Duration

21 hours (usually 3 days including breaks)

Requirements

  • programming background with databases / SQL
  • basic knowledge of Linux (be able to navigate Linux command line, editing files with 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

Overview

Apache Hadoop is the most popular framework for processing Big Data. Hadoop provides rich and deep analytics capability, and it is making in-roads in to tradional BI analytics world. This course will introduce an analyst to the core components of Hadoop eco system and its analytics

Audience

Business Analysts

Duration

three days

Format

Lectures and hands on labs.

Course Outline

  • Section 1: Introduction to Hadoop
    • hadoop history, concepts
    • eco system
    • distributions
    • high level architecture
    • hadoop myths
    • hadoop challenges
    • hardware / software
    • Labs : first look at Hadoop
  • Section 2: HDFS Overview
    • concepts (horizontal scaling, replication, data locality, rack awareness)
    • architecture (Namenode, Secondary namenode, Data node)
    • data integrity
    • future of HDFS : Namenode HA, Federation
    • labs : Interacting with HDFS
  • Section 3 : Map Reduce Overview
    • mapreduce concepts
    • daemons : jobtracker / tasktracker
    • phases : driver, mapper, shuffle/sort, reducer
    • Thinking in map reduce
    • Future of mapreduce (yarn)
    • labs : Running a Map Reduce program
  • Section 4 : Pig
    • pig vs java map reduce
    • pig latin language
    • user defined functions
    • understanding pig job flow
    • basic data analysis with Pig
    • complex data analysis with Pig
    • multi datasets with Pig
    • advanced concepts
    • lab : writing pig scripts to analyze / transform data
  • Section 5: Hive
    • hive concepts
    • architecture
    • SQL support in Hive
    • data types
    • table creation and queries
    • Hive data management
    • partitions & joins
    • text analytics
    • labs (multiple) : creating Hive tables and running queries, joins , using partitions, using text analytics functions
  • Section 6: BI Tools for Hadoop
    • BI tools and Hadoop
    • Overview of current BI tools landscape
    • Choosing the best tool for the job

Testimonials

★★★★★
★★★★★

Related Categories

Related Courses

Business Analysis, BABOK V3.0 and IIBA Certification PreparationIntroduction to Business Analysis: Defining Successful ProjectsBusiness and IT System Agility in the Digital AgeBusiness Modeling for an Agile EnterpriseBusiness Process Analysis with UML and BPMNBPMN 2.0 for Business AnalystsBPMN 2.0 Fundamentals and WorkshopBPMN for AnalystsBusiness Process Optimization in BankingBusiness Process Re-engineering for Competitive AdvantageBusiness AnalysisData Mining and Analysis Design PatternsEfficient Requirement Management using Agile Methods and Agile UML ModelingObject Oriented Design using Design Patterns

Course Discounts

No course discounts for now.

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 Egypt!

As a Business Development Manager you will:

  • expand business in Egypt
  • 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!