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Hadoop Architecture & Administration for Big Data Solutions

COURSE TYPE

Practitioner

Course Number

1252

Duration

4 Days

Enroll

About This Course: The emergence of large data sets presents new opportunities and challenges to organizations of all sizes. This Hadoop architecture and administration training course provides the hands-on experience to install, configure and manage the Apache Hadoop platform. Additionally, you learn how to build a Hadoop cluster, back it up, secure it and integrate associated applications and tools. These include Sqoop, Flume, Pig, Hive and HBase.

You Will Learn How To

  • Architect a Hadoop solution to satisfy your business requirements
  • Install and build a Hadoop cluster capable of processing large data
  • Configure and tune the Hadoop environment to ensure high throughput and availability
  • Allocate, distribute and manage resources
  • Monitor the file system, job progress and overall cluster performance

Course Outline

  • Introduction to Data Storage and Processing

Installing the Hadoop Distributed File System (HDFS)

  • Defining key design assumptions and architecture
  • Configuring and setting up the file system
  • Issuing commands from the console
  • Reading and writing files

Setting the stage for MapReduce

  • Reviewing the MapReduce approach
  • Introducing the computing daemons
  • Dissecting a MapReduce job
  • Defining Hadoop Cluster Requirements

Planning the architecture

  • Selecting appropriate hardware
  • Designing a scalable cluster

Building the cluster

  • Installing Hadoop daemons
  • Optimizing the network architecture
  • Configuring a Cluster

Preparing HDFS

  • Setting basic configuration parameters
  • Configuring block allocation, redundancy and replication

Deploying MapReduce

  • Installing and setting up the MapReduce environment
  • Delivering redundant load balancing via Rack Awareness
  • Maximizing HDFS Robustness

Creating a fault–tolerant file system

  • Isolating single points of failure
  • Maintaining High Availability
  • Triggering manual failover
  • Automating failover with Zookeeper

Leveraging NameNode Federation

  • Extending HDFS resources
  • Managing the namespace volumes

Introducing YARN

  • Critiquing the YARN architecture
  • Identifying the new daemons
  • Managing Resources and Cluster Health

Allocating resources

  • Setting quotas to constrain HDFS utilization
  • Prioritizing access to MapReduce using schedulers

Maintaining HDFS

  • Starting and stopping Hadoop daemons
  • Monitoring HDFS status
  • Adding and removing data nodes

Administering MapReduce

  • Managing MapReduce jobs
  • Tracking progress with monitoring tools
  • Commissioning and decommissioning compute nodes
  • Maintaining a Cluster

Employing the standard built–in tools

  • Managing and debugging processes using JVM metrics
  • Performing Hadoop status checks

Tuning with supplementary tools

  • Assessing performance with Ganglia
  • Benchmarking to ensure continued performance
  • Extending Hadoop

Simplifying information access

  • Enabling SQL–like querying with Hive
  • Installing Pig to create MapReduce jobs

Integrating additional elements of the ecosystem

  • Imposing a tabular view on HDFS with HBase
  • Configuring Oozie to schedule workflows
  • Implementing Data Ingress and Egress

Facilitating generic input/output

  • Moving bulk data into and out of Hadoop
  • Transmitting HDFS data over HTTP with WebHDFS

Acquiring application–specific data

  • Collecting multi–sourced log files with Flume
  • Importing and exporting relational information with Sqoop
  • Planning for Backup, Recovery and Security
  • Coping with inevitable hardware failures
  • Securing your Hadoop cluster
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Course Schedule

Attend this live, instructor-led course In-Class or Online via AnyWare.

Hassle-Free Enrollment: No advance payment required.
Tuition due 30 days after your course.

Oct 4 - 7 Herndon, VA/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Dec 13 - 16 Ottawa/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Jan 3 - 6 Toronto/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Feb 14 - 17 Rockville, MD/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Mar 7 - 10 Herndon, VA/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Apr 4 - 7 AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware

Jun 26 - 29 Toronto/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Aug 1 - 4 Rockville, MD/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Sep 5 - 8 Herndon, VA/AnyWare Enroll Now

How would you like to attend?

Live, Online via Anyware
In-Class

Guaranteed to Run

Bring this Course to Your Organization and Train Your Entire Team
For more information, call 1-888-843-8733 or click here

Tuition

Standard

$2990

Government

$2659

Course Tuition Includes:

After-Course Instructor Coaching
When you return to work, you are entitled to schedule a free coaching session with your instructor for help and guidance as you apply your new skills.

Free Course Exam
You can take your course exam on the last day of your course and receive a Certificate of Achievement with the designation "Awarded with Distinction."

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Questions

Call 1-888-843-8733 or click here »

An experienced training advisor will happily answer any questions you may have and alert you to any tuition savings to
which you or your organization may be entitled.

Training Hours

Standard Course Hours: 9:00 am – 4:30 pm
*Informal discussion with instructor about your projects or areas of special interest: 4:30 pm – 5:30 pm


FREE Online Course Exam (if applicable) – Last Day: 3:30 pm – 4:30 pm
By successfully completing your FREE online course exam, you will:

  • Have a record of your growth and learning results.
  • Bring proof of your progress back to your organization
  • Earn credits toward industry certifications (if applicable)
  • Make progress toward one or more Learning Tree Specialist & Expert Certifications (if applicable)

Enhance Your Credentials with Professional Certification

Learning Tree's comprehensive training and exam preparation guarantees that you will gain the knowledge and confidence to achieve professional certification and advance your career.

Earn 23 Credits from NASBA

This course qualifies for 23 CPE credits from the National Association of State Boards of Accountancy CPE program. Read more ...

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