Curriculum
- 1 Section
- 5 Lessons
- 3 Days
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- Topics5
- 1.1Introduction to Hadoop Hadoop Ecosystem Hadoop Distributions High-level architecture Hardware and software Lab: first look at Hadoop
- 1.2HDFS Design and architecture Concepts (horizontal scaling, replication, data locality, rack awareness) Daemons: Namenode, Secondary Namenode, Datanode Communications and heart-beats Data integrity Read and write path Namenode High Availability (HA), Federation Labs: Interacting with HDFS
- 1.3YARN YARN Concepts and architecture Resource Manager, Node Manager Writing YARN applications Labs: Running a sample YARN program
- 1.4Hive Architecture and design Hive Data types HQL Creating Hive tables and querying Partitions Joins Text processing Labs: various labs on processing data with Hive
- 1.5HBase Concepts and architecture HBase vs RDBMS vs Cassandra HBase Java API Time series data on HBase Schema design Labs: Interacting with HBase using shell; programming in HBase Java API ; Schema design exercise
Hive Architecture and design Hive Data types HQL Creating Hive tables and querying Partitions Joins Text processing Labs: various labs on processing data with Hive
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