Bigdata Course Syllabus

Big Data Introduction

• Hadoop Overview
• Architecture Considerations
• Infrastructure
• Platforms And Automation

Use Case Walkthrough

• ETL
• Log Analytics
• Real Time Analytics

NoSQL Introduction

• Traditional RDBMS Approach
• NoSQL Introduction
• Hadoop & Hbase Positioning

Hbase Introduction

• What It Is, What It Is Not, Its History And Common Use-Cases
• Hbase Client – Shell, Exercise

Hbase Architecture

• Building Components
• Storage, B+ Tree, Log Structured Merge Trees
• Region Lifecycle
• Read/Write Path

Hbase Schema Design

• Introduction To Hbase Schema
• Column Family, Rows, Cells, Cell Timestamp
• Deletes
• Exercise – Build A Schema, Load Data, Query Data

Hbase Java API – Exercises

• Connection
• CRUD API
• Scan API
• Filter
• Counters
• Hbase MapReduce
• Hbase Bulk Load

Hbase Operations, Cluster Management

• Performance Tuning
• Advanced Features
• Exercise
• Recap And Q&A
• MapReduce for Developers

Hadoop In The Enterprise

• Where Hadoop Fits In The Enterprise
• Review Use Cases

Architecture

• Hadoop Architecture & Building Blocks
• HDFS And MapReduce

Hadoop CLI

• Walkthrough
• Exercise

MapReduce Programming

• Fundamentals
• Anatomy Of MapReduce Job Run
• Job Monitoring, Scheduling
• Sample Code Walk Through
• Hadoop API Walk Through
• Exercise

MapReduce Formats

• Input Formats, Exercise
• Output Formats, Exercise

Hadoop File Formats

• MapReduce Design
• Considerations
• Hadoop File Formats
• MapReduce Algorithms
• Walkthrough Of 2-3
• Algorithms

MapReduce Features

ion Content

Use Case A (Long Exercise)

• Oozie
• Flume
• Sqoop
• Exercise 1 (Sqoop)
• Streaming API
• Exercise 2 (Streaming API)
• Hcatalog
• Zookeeper
• Input Formats, Exercise
• Output Formats, Exercise

HBase Introduction

• HBase Architecture
• Default Views
• Overriden Views
• Normal Views
• Hadoop Fundamentals And
• Architecture
• Why Hadoop, Hadoop
• Basics And Hadoop
• Architecture
• HDFS And Map Reduce

Hadoop Ecosystems Overview

• Hadoop Ecosystems
• Hive
• Hbase
• ZooKeeper
• Pig
• Mahout
• Flume
• Sqoop
• Oozie
• Hardware And Software
• Requirements
• Hardware, Operating
• System And Other Software
• Management Console