Hadoop dev Training in Hyderabad
Hadoop dev Training in Hyderabad
HADOOP
Introduction to Big data:
- What is Big Data
- Types of data
- Characteristics Of Big Data
- Problems with Big Data
Introduction to Hadoop:
- What is Hadoop
- Brief History of Hadoop
- Hadoop Ecosystem
- Feature of Hadoop
- Hadoop v/s RDBMS
- Introduction to HDFS
- Introduction to Mapreduce
Hadoop Architecture:
- Hadoop directory Structure
- Hadoop Configuration
- Hadoop Core Services
Hadoop – HDFS:
- HDFS Concepts
- HDFS Key features
- HDFS Architecture
- HDFS Shell Commands
- HDFS Core Components
- HDFS Operations
- Namenode Operation
- Secondary Namenode Operation
- Datanode Operation
- Blocks & Benefit of Blocks
- HDFS Block Replication
- Block Replication method and Topology
- Data Integerity in HDFS
- Reading & Writing Data to HDFS
HDFS Advance Feature:
- Accessing HDFS using Java API
- Commissioning and Decomissioning of nodes
Hadoop – Mapreduce:
- Mapreduce Concepts
- MapReduce terminologies
- Understanding block and input splits
- Mapreduce Data Flows
- Input Formats
- Output Formats
- Mapreduce Datatypes
- Mapreduce Features (Mapside side and Reduce side Suffle & Sort )
- Mapreduce Execution
- Distributed Cache
- Setting Development environment for Mapreduce
- Writing Workcount Mapreduce program from scratch
Mapreduce Advance Feature:
- Custom Input split
- Custom Keys and Values
- Custom partitioner
- Custom comparator
- Map side joins
- Reduce side joins
- Local Runner
- Tool Runner
- Debuging Mapreduce jobs
Introduction to Hadoop 2.x:
- Diferrence Between Hadoop 1.X and Hadoop 2.x
- Introduction HDFS High Availability
- Introduction HDFS Federation
- Introduction to YARN
Pig:
- Understanding Pig Program, structure and Execution
- Pig Data types
- Loading and Storing Data
- Filtering Data
- Grouping and Joining Data
- Sorting Data
- Combining And Splitting Data
Hive:
- Hive Shell
- Hive Query Language
- Hive Tables (Managed & External Tables)
- Partitions
- Quering Data
Sqoop:
- Introduction to Sqoop
- Sqoop Syntax and Basic Commands
- Importing and Exporting Data with Sqoop
Overview of HBase:
- Hbase Concepts
- Complete HBase
Installation:
- Installing and using VM player
- Installing Hadoop 1.x
- Installing Hadoop 2.x
- Setting single node cluster
- Setting multinode cluster
- Hadoop Configuration (Hands On)
- Installing & Configuring Hive
- Installing & Configuring Sqoop
- Installing & Configuring Hbase
Case Studies:
- Case Study 1
- Case Study 2
- Case Study 3
- Case Study 4
Case Study 5
