sasi_kanth Posted December 4, 2013 Report Posted December 4, 2013 CONTACT: [email protected] or CALL: +91-8341069591/9640156134 HADOOP COURSE CONTENT Course Objective Summary ü During this course, you will learn: ü Introduction to Big Data and Hadoop ü Hadoop ecosystem - Concepts ü Hadoop Map-reduce concepts and features ü Developing the map-reduce Applications ü Pig concepts ü Hive concepts ü Oozie workflow concepts ü HBASE Concepts ü Real Life Use Cases Introduction to Big Data and Hadoop ü What is Big Data? ü What are the challenges for processing big data? ü What technologies support big data? ü What is Hadoop? ü Why Hadoop? ü History of Hadoop ü Use Cases of Hadoop ü Hadoop eco System ü HDFS ü Map Reduce ü Statistics Understanding the Cluster ü Typical workflow ü Writing files to HDFS ü Reading files from HDFS ü Rack Awareness ü 5 daemons Let's talk Map Reduce ü Before Map reduce ü Map Reduce Overview ü Word Count Problem ü Word Count Flow and Solution ü Map Reduce Flow ü Algorithms for simple & Complex problems Developing the Map Reduce Application ü Data Types ü File Formats ü Explain the Driver, Mapper and Reducer code ü Configuring development environment - Eclipse ü Running locally ü Running on Cluster ü Hands on exercises How Map-Reduce Works ü Anatomy of Map Reduce Job run ü Job Submission ü Job Initialization ü Task Assignment ü Job Completion ü Job Scheduling ü Job Failures ü Shuffle and sort ü Oozie Workflows ü Hands on Exercises Map Reduce Types and Formats ü MapReduce Types ü Input Formats - Input splits & records, text input, binary input, multiple inputs & database input ü Output Formats - text Output, binary output, multiple outputs, lazy output and database output ü Hands on Exercises Map Reduce Features ü Counters ü Sorting ü Joins - Map Side and Reduce Side ü Side Data Distribution ü MapReduce Combiner ü MapReduce Partitioner ü MapReduce Distributed Cache ü Hands Exercises Hive and PIG ü Fundamentals ü When to Use PIG and HIVE ü Concepts ü Hands on Exercises SQOOP Import and Export data from RDBMS to HDFS Import and Export data from RDBMS to HIVE HBASE and MongoDB ü CAP Theorem ü Introduction to NOSQL ü Hbase Architecture and concepts Case Studies Discussions Certification Guidance Real Time Certification and interview Questions and Answers Resume Preparation Providing all Materials nd Links Real time Project Explanation and Practice Contact : +91-8341069591 www.rationalcomputech.com Quote
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