Hadoop online traininig by real time expert with job support - Central Area

HADOOP CONTENT:
VM introduction and installation
HDFS overview
Overview & Concepts (Name Node, Secondary Name Node, Data Node)
Data Flow (Read & Write)
Interfaces to HDFS (HTTP, CLI and Java API)
High Availability and Name Node federation
Programming paradigms & Map Reduce overview
Functional vs. other programming models
Pros and cons of the different models
Evolution and overview of Map Reduce
Map Reduce Anatomy & Data flow
Architecture and Data flow
- Current Map Reduce
- NextGen Map Reduce aka YARN
Input and Output File Formats
Custom Writable & Writable Comparable
Developing and deploying MR programs
Working within Eclipse
Working from CLI in different modes
- Stand-alone
- Pseudo distributed
- Fully distributed
- Streaming (in Python)
Optimization techniques
Combiners & Partitioners
Distributed Cache
Hadoop tunable parameters
Hadoop profiling
Managing and monitoring Hadoop Cluster
Checking counters and metrics
Commissioning and decommissioning Map Reduce nodes
Hadoop Log Files and interpreting them
Using the Name Node and Job Tracker Web UI console
MR Best practices and Debugging
Best practices
- Compression of the data at different phases
- Memory allocation for different tasks
- JVM Reuse and others
Debugging MR Jobs
- Hadoop Counters and Web UI
- Understanding the different logs in Hadoop
- Remote debugging of the Hadoop tasks
Fundamental MR algorithms (Non-Graph)
Sorting
Inverted Index
Relational Joins
Fundamental MR algorithms (Graph)
Thinking like a vector
Representing graphs
Graph Algorithms
- Page Rank
- Shortest Path
- Bipartite matching
Hive
Hive Overview and Architecture
HiveQL constructs
Hive Use cases
Hadoop Ecosystem Overview
Oozie
HBase
Pig
Sqoop
Casandra
Avro
Chukwa
Mahout
Zoo Keeper
Flume
Other Courses offered:
CLOUD COMPUTING SALESFORCE CRM
SIEBEL CRM, EAI, EIM
HYPERION ESSBASE/PLANNING 11.1.2 AND ODI 10.1.3.5
DATASTAGE 8.5 With Live Projects
AB-INITIO 2.14/2.15 With Unix Shell Scripting & Live Project
INFORMATICA WITH Real Time Project
OBIEE With DAC+BI- Publisher & Real Time Project
COGNOS
ETL TESTING WITH Real Time Project
Iphone with Real Time Project
TERADATA 13 WITH REAL TIME PROJECT
MICRO STRATEGY9.2 WITH REALTIME PROJECT
MS-BI WITH REAL TIME PROJECT
BUSINESS ANALYST
TIBCO
ANDROID
HADOOP
LOADRUNNER
QLICKVIEW