Course Certificate: Hadoop Platform and Application Framework by University of California, San Diego on Coursera.

5 weeks of study which covers following topics in detail : 

• Hadoop Stack Basics
• The Apache Framework:
• Hadoop "Zoo"
• Hadoop Ecosystem Major Components
• Overview of the Hadoop Stack
• YARN, Tez, and Spark
• Hadoop-Based Applications : PIG, HIVE & HBASE
• The Hadoop Distributed File System (HDFS) and HDFS2

1.                            HDFS Architecture
2.                           HDFS Tuning Parameters
3.                           HDFS Performance and Robustness
4.                           HDFS Access, APIs, and Applications

• MapReduce Framework and YARN

1.                           Introduction to Map/Reduce
2.                           The Map/Reduce Framework 
3.                           Programming Assignment · Running Wordcount with  Hadoop streaming, using Python code
4.                           Programming Assignment · Joining Data

• Architecture of Spark

1.                                    Resilient Distributed Datasets
2.                                   Spark Transformations
3.                                   Wide Transformations
4.                                   Programming Assignment · Simple Join in Spark
5.                                   Directed Acyclic Graph (DAG) Scheduler
6.                                   Actions in Spark
7.                                   Memory Caching in Spark
8.                                  Broadcast Variables
9.                                  Accumulators
10.                                  Programming Assignment · Advanced Join in Spark

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