Strategies for Landing an Oracle DBA Job as a Fresher
Hadoop online training course
1. Apache Hadoop Big Data Training Course
Sample Session:
Training Course Details Session:
https://www.youtube.com/watch?v=ij3v4mYKxHw
Haddop Business Case:
https://www.youtube.com/watch?v=vh0GpSi8StU
https://www.youtube.com/watch?v=jYAv34PHEdc
Hadoop HDFS Lab:
https://www.youtube.com/watch?v=Pp8SV50S9HM
Introduction to HADOOP
Distributed computing , cloud computing
Big data Basics and Need for Parallel Processing
How Hadoop works ?
Introduction to HDFS and Map Reduce
Hadoop Architecture Details
Name Node
Data Node
Secondary Name Node
Job Tracker
Task Tracker
HDFS ( Hadoop - Distributed File System)
Hadoop Distributed file system , Background, GFS
Data Replication
Data Storage
Data Retrieval
Additional HDFS commands
MapReduce Programming
MapReduce, Background
Writing MapReduce Programs
Writable and WritableComparable
Input Format, Output Format
2. Input Split and Block size
Combiner
Partitioner
Number of Mappers and Reducers
Counters
Map Reduce Algorithms and Exercises
Line Count and Word Count
Distributed Search
Sorting Data – Key Value Data Type
Mathematical Transformation example
Working with Counters exercise
Distributed Cache exercise
Zero Reducer based exercises
Hadoop Streaming
Introduction to Hadoop Streaming
Streaming API details and use cases
Python Based Example for Streaming API
Exercise for Hadoop Streaming ( XML Files ) Based.
Exercises on Ruby
Exercise on C# using MS-Azure.
Apache Pig
Installation
Execution Types
Grunt Shell
Pig Latin
Data Processing
Loading and Storing
Data Filtering
Grouping & Joining Operations
Hands on Exercises
Apache HBase Installation and Details
3. HBase and NOSQL Introduction
HBase Installation and Configuration.
HBase and Java Based integration
HBase Hadoop Integration Details.
HBase basic exercises
Apache Hive Installation and Details
Hive Installation on Single cluster Hadoop Node.
Hive Services
Hive Shell Description
Hive Server·
Meta store Details
Hive QL Basics
Working with Tables, Databases etc.
Hive JDBC programming
Hands on Exercises and Assignments
Introduction to Amazon Map Reduce (AWS-EMR)
Hadoop using Amaozon Web Service
AWS MapReduce and EC2
AWS - S3 Service Model.
AWS-MR Architecture.
Streaming Exercise using EMR JobFlow.
Hadoop Infrastructure Planning
Basic Hadoop hardware and software req
Small , Medium and Large cluster
Networking challenges in Hadoop Deployment
Disaster Recovery ( DR ) in Hadoop .
Performance Tuning a large cluster
Hadoop Industry Solutions
EMC GreenPlum Introduction
IBM BigInsight Details
Oracle , Microsoft etc Hadoop Offerings
Cloudera and HortonWorks Hadoop Package
4. Hadoop and Cloud Computing
Using Cloud technologies for distributed processing
Hadoop on Amazon Web Service.
Hadoop in Oracle Cloud / RackSpace
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Medium: GotoMeeting
Duration: 35 Hours
Materials: 50+ Exercises-Fully Solved. Decks, VM Machine.