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 SDLC Basics
 SDLC Overview
 SDLC Waterfall Model
 SDLC Iterative Model
 SDLC Spiral Model
 SDLC V-Model
 Introduction
 SDLC RAD Model
 How to Design ER Diagrams?
 Quality Standards
 ISO
 CMM

 Program Structure
 Basic syntax
 Variables
 Datatype
 Operator
 Algorithm
 Flowchart
 Strings
 Loops
 Functions
 Arrays
 Decision Making

  •  DBMS Tutorial
     DBMS vs File System
     DBMS Architecture
     Three schema Architecture
     Data model schema
     Data Independence
     DBMS Language

Big Data Analytics Training

Syllabus

Big Data Hadoop

1.ARCHITECTURE

 Introduction to Big Data / Hadoop
 Understanding of Eco-System Build
 Understanding Cluster Setup Activities
 HIVE Architecture
 PIG Architecture
 Introduction to NoSql
 Understanding Linux & Hadoop Basic Commands.
 HBASE Architecture
 Understanding of Cloudera Manager and HUE

2. ADMINISTRATOR

Introduction to Big Data / Hadoop
 Understanding Cluster
 Best Practices for Cluster Setup
 How MapReduce Works
 Install Pseudo-cluster
 Install Multi node cluster
 Configuration
 Setup cluster on Cloud – EC2
 Tools
 Metadata & Data Backups
 File system check (fsck)
 Backing Up NN

4. HADOOP DATA ANALYTICS

 Java Refresher Session-MR Introduction
 Working With Hive-E-Commerce Use Case
 Working With Pig-Financial Uses Case
 Twitter Use Case-Sentimental Analysis
 MR Optimization
 Custom Combiner, Custom Partitioner And Distributed Cache

3. HADOOP DEVELOPER

Introduction to Big Data / Hadoop
 Understanding Cluster
 Developing MapReduce Application
 How MapReduce Works
 MapReduce Types
 MapReduce Formats
 MapReduce Features
 HIVE Basics
 HIVE UDF’s
 PIG Basic’s
 PIG UDF’s
 Introduction to NoSql
 Introduction to HBASE
 Zookeeper
 Oozie
 Usecases
 Exam

5. NEW DEVELOPMENTS

 Introduction to Yarn
 Overview of BI Tools.
 Overview of Platform
 Overview of Cloudera Manager

6. HADOOP DATA INGESTION

 Data Ingestion Using Scoop And Flume
 From Source To HDFS
 Deriving Insights From Log Files, Unstructured Data And DBMS
 Installation And Understanding Of Scoop And Flume
 Understanding Architecture And Installation of Hbase
 Meeting Zookeeeper, HRegionServer

Projects

Capstone Project 1

Define: Define your business problem and create a journey map

 Ideate: Bounce off several process improvement ideas using brainstorming and utilise the idea evaluation template to shortlist and finalise the ideasfor implementation

Capstone Project 2
Prototype: Create a Business Process Design document and a storyboard demonstrating benefits for the intended solution

Test: Capture feedback from mentors and refine your prototype

Present: Present the business case to the entire classroom and get feedback Work with Institute members and Industry SME to execute the project

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