Course Curriculum
Key features
This course will prepare you to:
- Explain the architecture of the Hadoop Testing component
- Configure and use new functionalities in Hadoop Testing
- Use the standard Hadoop Testing Sub Modules.
- Explain the Hadoop Testing Controlling Configuration and Customization option.
INTRODUCTION TO BIG DATA AND HADOOP
- Introduction to Big Data
- Introduction to Hadoop, HDFS and Map Reduce
HADOOP ARCHITECTURE AND DAEMON SERVICES
- Hadoop architecture
- Name node
- Data node
- Secondary name node
- Job tracker/Resource manager
- Task tracker/Node manager
HADOOP DEPLOYMENT MODES AND HADOOP INSTALLATION
- Local/Standalone mode
- Pseudo distributed mode
- Fully distributed mode
- Installing Hadoop in Pseudo distributed mode
INTRODUCING MAP REDUCE CONCEPTS
- Explaining the map reduce flow
- Word count program
- Discussion on combiner, practitioner and counters.
- Hadoop ecosystem architecture
- Discussing roles of different tools
INTRODUCTION TO HIVE
- Hive Introduction
- Detailed understanding of Hive
- Hive for relational data analysis
- Data management with Hive
DIVE DEEP INTO HIVE
- Optimization of Hive
- Extending Hive
- Hands on Exercises
- UDF, query optimization
INTRODUCTION TO SQOOP
- Sqoop introduction
- Installing Sqoop
- Exploring Import, Export and other commands
- Exercises
INTRODUCTION TO PIG
- Pig Introduction
- Installing Pig
- Exploring standard functions
- Exercises
DIVE DEEP INTO PIG
- Writing UDFs and plug into Pig scripts
- Performing multi-dataset operations
- Extending Pig
- Pig Jobs
INTRODUCTION TO HBASE
- Introduction to HBase
- HBase installation
- Exploring basic commands
Practice Test and Interview Questions
Practice Test and Interview Questions
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