Hadoop Introduction: Comparision of SQL Databases and Hadoop, Big data characteristics, RDBMS Limitations, MapReduce introduction, Mapreduce vs SQL, Parallel processing capabilities of Map Reduce
Hadoop Architecture, Hadoop Cluster, Installing and Configuring, Name Nodes and Data Nodes, HDFS, HDFS vs local file systems, HDFS file operation commands, Map Reduce and HDFS
Map Reduce programming, Mapper and Reducer operations, Input and Output Formats, Data Types, Customer Writables, Advanced Map reduce, Sorting, Searching, Indexing, Chaining Multiple Jobs
Hadoop Administration, Filecheck and DFS admin, HDFS and job tracker UI, Routine Administration, Adding and removing Nodes, Advanced Techniques, Using multiple output files, Passing parameters
Case Study or Hands on programming