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Big Data -Hadoop - Analytics Cources

Online Instructor led Course

Platform: 560043

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About the Course


BigData -Hadoop -Analytics basic & Advanced training

Topics Covered

BigData – Hadoop –Eco System Components - Analytics


BIG Data Hadoop Architecture
?Introduction to BIG Data Hadoop
?Parallel Computers vs. Distributed Computing technique
?Hadoop Installation on your system
?How to install Hadoop cluster on multiple nodes
?Hadoop Daemons introduction: Name Node, Data Node, Job Tracker and Task Tracker
?Exploring the HDFS Apache Web UI & Exploring HDFS (Hadoop Distributed File System)
?Architecture of Name Node  (FsImage, EditLog &  location of replicas) Secondary Name Node architecture
?Data Node architecture
Map-Reduce Architecture
?Exploring Job-tracker & Task-tracker
?How a client submits a Map-Reduce job
?Exploring Mapper,Reducer,Combiner
?Shuffle: Sort and Partition
?Input and output formats
?Job Scheduling (FIFO, Fair Scheduler, Capacity Scheduler) and Exploring the Apache MapReduce Web UI
Hadoop Developer Tasks
?Writing a Map-Reduce program
?Reading and writing data using HDFS
?Java BIG Data Hadoop Eclipse integration
?Mapper in details
?Reducer in details
?Using of Combiners
?Reducing Intermediate Data by Combiners
?Writing Partitioners for Better Load of Data
?Balancing  and Sorting in HDFS
?Searching Data in HDFS
?Indexing data in HDFS
?Hands-On Exercises
Hadoop Eco System Components
HBase Architecture
?Introduction to Hadoop Hbase
?RDBMS vs. Hadoop HBase
?Exploring Hadoop HBase Master & region server
?Column Families and Regions
?Basic Hadoop Hbase shell commands.
Hive Architecture
?Introduction to Hadoop Hive
?Hadoop HBase vs Hadoop Hive
?Installation of Hive
?HQL (Hive query language)
?Basic Hive commands

R -Statistical Analytics

R - Programming
?R Intro and Installation
?Data Inputting in R
?Basic Statistics in R
?Data Visualization in R
?Data Manipulation in R
?Functions and Programming in R
?Statistical Modelling in R

Who should attend

IT professionals who have basic knowledge about Java, Database concepts.

Pre-requisites

Java, Database basic knowledge

What you need to bring

Bring your personal Laptops..its not necessary.

Key Takeaways

Students can learn about Enterprise problems with Bigdata and how we can solve those problems with Hadoop Distributions frame work.

Content
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About the Trainer


I had 6 years of experience in IT in various technologies....java Developer, Performance Tester, Hadoop Developer.

I am certified java developer.
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Course Id: 21223