Certified Apache Hadoop Developer workshop

Unicom is conducting 2 days of workshop on Certified Apache Hadoop Developer with hands on session

What will you learn?

What is Big Data & Why Hadoop?
• Big Data Characteristics, Challenges with traditional system
• Hadoop Overview & it’s Ecosystem
• Anatomy of Hadoop Cluster, Installing and Configuring Hadoop
• Hands-On Exercise

HDFS – Hadoop Distributed File System
• Name Nodes and Data Nodes
• Hands-On Exercise

Map Reduce Anatomy
• How Map Reduce Works?
• The Mapper & Reducer, Input Formats & Output Formats, Data Type & Customer Writable

Developing Map Reduce Programs
• Setting up Eclipse Development Environment, Creating Map Reduce Projects, Debugging and Unit Testing Map Reduce Code, Testing with MRUnit
• Hands-On Exercise

Advanced Map Reduce Concepts
• Combiner, Partitioner, Counter, Compression, Setup and teardown, Speculative Execution, Zero Reducer and Distributed Cache
• Hands-On Exercise

• Advanced Map Reduce Algorithms
• Sorting, Searching and Indexing, Multiple Inputs, Chaining multiple jobs
• Joins, Handling Binary & Unstructured data
• Hands-On Exercise

Advanced Tips & Techniques
• Determining optimal number of reducers, skipping bad records
• Partitioning into multiple output files & Passing parameters to tasks
• Optimizing Hadoop Cluster & Performance Tuning

Monitoring & Management of Hadoop
• Managing HDFS with Tools like fsck and dfsadmin
• Using HDFS & Job Tracker Web UI
• Routine Administration Procedures
• Commissioning and decommissioning of nodes
• Hands-On Exercise

Using Hive & Pig
• Hive Basics & Pig Basics
• Hands-On Exercise

Sqoop
• Importing and exporting data from using RDBMS
• Hands-On Exercise

Deploying Hadoop on Cloud
• Deploying and Configuring Hadoop on Amazon EC2
• Using Amazon EMR (Elastic Map Reduce)
• Setup a multi-node Hadoop Cluster : Hands on

Apache Mahout basics
• Introduction to Machine Learning
• Introduction to Recommendations, Clustering, Classification
• Running a Mahout recommender job on Hadoop

Apache HBase
• Introduction to HBase
• Basic architecture, data model
• Hands on

Hadoop Best Practices and Use Cases

Unicom is running this workshop in different cities :
Bangalore : 18-19 March & 25-26 March
Delhi : 28-29 April

Visit us for more details: http://www.bigdatainnovation.org/allworkshops ;

Write us to contact@unicomlearning.com or rajasri@unicomseminars.com reach us at 9538878795