Introduction to Big Data and NoSQL

Course#: BSWA2192

About this Course

Course Type Course Code Duration
Big Data BSWA2192 2 Days

We live in the information age where business success is grounded on the ability of organizations to convert raw data coming from various sources into high-grade business information.

Many organizations are overwhelmed by the sheer volume of information they have to process in order to stay competitive.  Traditional database systems may become either prohibitively expensive to handle the exponential growth of data volumes or found unsuitable for the job.  At this point, the data gets mystically morphed into the Big Data.

Why Attend this Course?

This course provides an introduction to Big Data as well as NoSQL (Not Only SQL) database systems.  The fundamental concepts of and ideas behind Big Data / NoSQL technologies are methodically explored and many buzzwords demystified.  The course is supplemented by hands-on labs that help attendees reinforce their theoretical knowledge of the subject.

What Makes this Course Stand Apart?

The course is supplemented by hands-on labs that help attendees reinforce their theoretical knowledge of the learned material.

What you will Learn?

Upon completion of this course, you will be able to:

Defining Big Data
Big Data Stores Overview
NoSQL
Big Data Business Intelligence and Analytics
Real World Case Studies
Adopting NoSQL

Audience

General audience including business and technology team leadership

Prerequisites

Basic programming skills, some knowledge of SQL

Course Outline

1. Defining Big Data

Transforming Data into Business Information
Gartner’s Definition of Big Data
More Definitions of Big Data
Challenges Posed by Big Data
The Cloud and Big Data
The Business Value of Big Data
Big Data: Hype or Reality?
Big Data Quiz
Big Data Quiz Answers
Summary

2. NoSQL and Big Data Systems Overview

Limitations of Relational Databases
What are NoSQL (Not Only SQL) Databases?
NoSQL Past and Present
NoSQL Database Properties
NoSQL Benefits
NoSQL Database Storage Types
The CAP Theorem
Limitations of NoSQL Databases
Big Data Sharding
Sharding Example
Amazon S3
Amazon Storage SLAs
Amazon Glacier
Amazon S3 Security
Data Lifecycle Management with Amazon S3
Amazon S3 Cost Monitoring
OpenStack
Object Store (Swift)
Components of Swift
Google BigTable
BigTable-based Applications
BigTable Design
Google App Engine
Google App Engine Billing
Google Cloud Storage
Hadoop
Hadoop’s Core Components
Hadoop Distributed File System
Accessing HDFS
HBase
HBase design
MemcacheDB
MongoDB
MongoDB Operational Intelligence
MongoDB Use Cases
Quiz
Quiz Answers
Summary

3. Big Data Business Intelligence and Analytics

Comparison with other systems
NoSQL Data Querying and Processing
MapReduce programming model
Example of Map & Reduce Operations using JavaScript
Analyzing Big Data with Hadoop
Hadoop’s MapReduce
Hadoop Streaming
Making things simpler with Hadoop Pig Latin
Example of a Pig Script in Batch Mode
Amazon Elastic MapReduce
Big Data in Google App Engine
Example of Google AppEngine Java Datastore API
MongoDB Data Model
MongoDB Query Language (QL)
The
find
and
findOne
methods
A MongoDB QL Example
What is Hive
Interfacing with Hive
Business analytics with Hive
The UnQL Specification
Quiz
Quiz Answers
Summary

4. Big Data Real World Case Studies

Hadoop @ Yahoo
Yahoo for Hadoop
Yahoo!!
Big Data @ Facebook
Hive @ Facebook
Mailtrust (Rackspace’s mail division)
Summary

5. Adopting NoSQL

Hype Cycle and Technology Adoption Model
Barriers to Adoption
Dismantling Barriers to Adoption
Use Cases for NoSQL Database Systems
Example Applications
Industry trends
Enterprise Big Data / NoSQL Offerings
NoSQL Technology Adoption Action Plan
Summary

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