By WIISE
Online
Can be taken anytime
Professional Training Course
Yes (Details)
English
$10
Course Overview
This course helps you learn in-depth details of Hadoop and MapReduce along with a hands on experience of the same. You'll learn how to set up your own cluster using both VMs and the Cloud. All the major features of MapReduce are covered - including advanced topics like Total Sort and Secondary Sort. You will also learn how to Build your Hadoop Cluster and Customize your own MapReduce Jobs. By the end of Part 1 and 2 of this course, you may expect to get in-depth understanding of Hadoop, MapReduce and Big Data Problems.
Coupon code - WIISEGT
Who should take this course
It is available for all the learners.
Accreditation
WIISE
Course content
The outline of this course is mentioned below:
Introduction:
Introduction
Importance of Big Data:
- The Big Data Prototype
- Serial vs Distributed Computing
Hadoop Overview:
- What is Hadoop?
- HDFS or the Hadoop Distributed File System
- MapReduce Introduction
- YARN or Yet Another Resource Negotiator
Hadoop Installation:
- Install Modes
- Standalone Mode Install
- Pseudo - Distributed Mode Install
The MapReduce "Hello World":
- The basic philosophy underlying MapReduce
- Visualized And Explained
- Digging a little deeper at every step
- "Hello World" in MapReduce
- The Mapper
- The Reducer
- The Job
Run a MapReduce Job:
- Get comfortable with HDFS
- Run your first MapReduce Job
Combiners, Shuffle and Sort and The Streaming API:
- Combiners Usage
- Not all Reducers are Combiners
- Mappers and Reducers
- Parallelizing Reduce using Shuffle And Sort
- Introducing the Streaming API
- Python for MapReduce
HDFS:
- Protecting against data loss using replication
- Name nodes and why they're critical
- Checkpointing to backup name node information
Yarn:
- Basic Components
- Submitting a Job to Yarn
- Plug in Scheduling Policies
- Configure the Scheduler
MapReduce Customizations For Finer Grained Control:
- Setting up your MapReduce to Accept Command Line Arguments
- The Tool, Tool Runner and Generic Options Parser
- Configuring Properties of the Job Object
- Customizing the Partitioner, Sort Comparator and Group Comparator
About Course Provider
WIISE is a 'Professional Learning Network' with a global outreach that helps anyone to learn anything to achieve personal and professional goals.
We bring top-rated interactive learning courses & certifications from across the world through respected Global Academic Institutes and Industry experts to our learners.
WIISE for Teams is a Smart training solution suitable for growing businesses (SMB’s) - deliver online cost-effective, on-demand training, staff engagement & Upskilling to their employees and customers. WIISE incorporates the latest micro-learning & social-learning techniques that provides fast and engaging training at a fraction of cost of traditional training methods.
WIISE is brought by respectable Learning services & Skill development company - PositiveShift Group - Silicon Valley CA USA, India (www.positiveshift.in). The company has been awarded unique Innovation partnership with National Skill Development Corporation (NSDC) and Ministry of Skill Development and Entrepreneurship, Govt of India.