[formac-acc title="Lesson 1: Introduction to Big Data and Hadoop"]Hadoop ecosystem - Concepts, Hadoop Map-reduce concepts and features, Developing the map-reduce Applications, Pig concepts, Hive concepts, Oozie workflow concepts, HBASE Concepts, Real Life Use Cases[/formac-acc] [formac-acc title="Lesson 2: Introduction to Big Data and Hadoop"]What is Big Data?, What are the challenges for processing big data?, What technologies support big data?, What is Hadoop?, Why Hadoop?, History of Hadoop, Use Cases of Hadoop, Hadoop eco System, HDFS, Map Reduce, Statistics[/formac-acc] [formac-acc title="Lesson 3: Understanding the Cluster"]Typical workflow, Writing files to HDFS, Reading files from HDFS, Rack Awareness, 5 daemons[/formac-acc] [formac-acc title="Lesson 4: Let's talk Map Reduce"]Before Map reduce, Map Reduce Overview, Word Count Problem, Word Count Flow and Solution, Map Reduce Flow, Algorithms for simple & Complex problems[/formac-acc] [formac-acc title="Lesson 5: Developing the Map Reduce Application"]Data Types, File Formats, Explain the Driver, Mapper and, Reducer code, Configuring development environment- Eclipse, Writing Unit Test, Running locally, Running on Cluster, Hands on exercises[/formac-acc] [formac-acc title="Lesson 6: How Map-Reduce Works"]Anatomy of Map Reduce Job run, Job Submission, Job Initialization, Task Assignment, Job Completion, Job Scheduling, Job Failures, Shuffle and sort, Oozie Workflows, Hands on Exercises[/formac-acc] [formac-acc title="Lesson 7: Map Reduce Types and Formats"]MapReduce Types, Input Formats - Input splits & records,text input, binary input, multiple inputs& database input, Output Formats - textOutput, binary output, multiple outputs, lazy output and database output, Hands on Exercises[/formac-acc] [formac-acc title="Lesson 8: Map Reduce Features"]Counters, Sorting, Joins - Map Side and Reduce Side, Side Data Distribution, MapReduce Combiner, MapReduce Partitioner, MapReduce Distributed Cache, Hands Exercises[/formac-acc] [formac-acc title="Lesson 9: Hive and PIG"]Fundamentals, When to Use PIG and HIVE, Concepts, Hands on Exercises[/formac-acc] [formac-acc title="Lesson 10: HBASE"]CAP Theorem, Introduction to NOSQL, Hbase Architecture and concepts, Programming and Hands on Exercises[/formac-acc]