Cloudera Universitys three-day administrator training course for
Apache Hadoop provides System Administrators a comprehensive
understanding of all the steps necessary to operate and manage
Hadoop clusters. From installation and configuration, through load
balancing and tuning your cluster, Clouderas Administration course
has you covered.
Through lecture and interactive, hands-on exercises, attendees
will cover topics such as
Introduction to Apache Hadoop and HDFS
Apache Hadoop architecture
Proper cluster configuration and deployment
Populating HDFS using Apache Sqoop
Management and monitoring tools
Job scheduling
Best practices for maintaining Apache Hadoop in Production
Installing and managing other Apache Hadoop projects
Diagnosing, tuning and solving Apache Hadoop issues
AudienceThis course is intended for experienced developers who
wish to write, maintain, and/or optimize Apache Hadoop jobs. A
background in Java is preferred, but experience with other
programming language such as PHP, Python, or C# is sufficient.
Knowledge of algorithms and other computer science topics is a
plus.
Upon completion of the course, attendees are able to attempt the
Cloudera Certified Developer for Apache Hadoop (CCDH) exam.
Certification is a great differentiator; it helps establish
individuals as leaders in their field, providing customers with
tangible evidence of their skills.
TRAINING SHEET
Take your knowledge to the next level with Clouderas Apache
Hadoop Training and Certification
Cloudera Administrator Training for Apache Hadoop helped me to
advance my use of Apache Hadoop and cultivate a better
understanding of the platforms inner workings. The course material,
interactive labs and exercises really helped cement together all
the little bits and pieces that I had bumped into prior to the
class into a useful mental model of how Apache Hadoop works.
Eric Marshall, Senior System Administrator
Administrator Training for Apache Hadoop
Cloudera, Inc. 210 Portage Avenue, Palo Alto, CA 94306 USA |
1-888-789-1488 or 1-650-362-0488 | cloudera.com
2011 Cloudera, Inc. All rights reserved. Cloudera and the
Cloudera logo are trademarks or registered trademarks of Cloudera
Inc. in the USA and other countries. All other trademarks are the
property of their respective companies. Information is subject to
change without notice.
Cloudera Certified Administrator for Apache Hadoop
(CCAH)Establish yourself as a trusted and valuable resource by
completing the online certification exam for Apache Hadoop
Administrators. The exam is demanding and is designed to test your
fluency with concepts and terminology in the following areas:
TRAINING SHEET
Administrator Training for Apache Hadoop
Cloudera, Inc. 210 Portage Avenue, Palo Alto, CA 94306 USA |
1-888-789-1488 or 1-650-362-0488 | cloudera.com
2011 Cloudera, Inc. All rights reserved. Cloudera and the
Cloudera logo are trademarks or registered trademarks of Cloudera
Inc. in the USA and other countries. All other trademarks are the
property of their respective companies. Information is subject to
change without notice.
An Introduction To Hadoop And HDFS o Why Hadoop? o HDFS o
MapReduce o Hive, Pig, HBase and other ecosystem projects o
Hands-On Exercise: Installing a pseudo- distributed cluster
Planning Your Hadoop Cluster o General Planning Considerations o
Choosing The Right Hardware o Node Topologies o Choosing The Right
Software
Deploying Your Cluster o Installing Hadoop o Using SCM Express
for easy installation o Typical Configuration Parameters o
Configuring Rack Awareness o Using Configuration Management Tools o
Hands-On Exercise: Installing a Hadoop Cluster
Managing and Scheduling Jobs o Starting and stopping MapReduce
jobs o Hands-On Exercise: Managing jobs o The FIFO Scheduler o The
Fair Scheduler o Hands-On Exercise: Using the FairScheduler
Cluster Maintenance o Checking HDFS with fsck o Hands-On
Exercise: Breaking the Cluster o Copying data with distcp
Cluster Maintenance (continued) o Rebalancing cluster nodes o
Adding and removing cluster nodes o Hands-On Exercise: Verifying
the Clusters Self- Healing Features o Backup And Restore o
Upgrading and Migrating o Hands-On Exercise: Backing Up and
Restoring the NameNode Metadata
Cluster Monitoring, Troubleshooting and Optimizing o Hadoop Log
Files o Using the NameNode and JobTracker Web UIs o Interpreting
Job Logs o Monitoring with Ganglia o Other monitoring tools o
General Optimization Tips o Benchmarking Your Cluster
Populating HDFS From External Sources o Using Sqoop o Using
Flume o Best Practices for Data Ingestion
Installing And Managing Other Hadoop Projects o Hive o Pig o
HBase o Hands-On Exercise: Configuring the Hive Shared
Metastore
Cloudera Certified Administrator Exam
Course Outline: Cloudera Administrator Training for Apache
Hadoop
Apache Hadoop Cluster Overview Daemons and normal operation of
an Apache Hadoop cluster, both in data storage and in data
processing. The current features of computing systems that motivate
a system like Apache Hadoop
Apache Hadoop Cluster Planning Principal points to consider in
choosing the hardware and operating systems to host an Apache
Hadoop cluster
Apache Hadoop ClusterManagement
Cluster handling of disk and machine failures. Regular tools for
monitoring and managing the Apache Hadoop file system
Job Scheduling How the default scheduler and the fair scheduler
handle the tasks in a mix of jobs running on a cluster
Monitor and Logging Basic functionality and features of Apache
Hadoops logging and monitoring systems
