SB Institute - Data Analytics

from

DS ToC.pdf

Class Presentations

Introduction to Data AnalyticsThis presentation briefly explains the following topics: Why is Data Analytics important? What is Data Analytics? Top Data Analytics Tools How to Become a D…

Data analytics vs. Data analysisThis presentation briefly explains the difference between Data Analytics vs. Data Analysis

Classification of dataThis presentation briefly discusses the following topics: Classification of Data What is Structured Data? What is Unstructured Data? What is Semistructured D…

Data Analytics Life CycleThis presentation briefly discusses about the following topics: Data Analytics Lifecycle Importance of Data Analytics Lifecycle Phase 1: Discovery Phase 2: Dat…

Introduction to HadoopThis presentation discusses the follow topics What is Hadoop? Need for Hadoop History of Hadoop Hadoop Overview Advantages and Disadvantages of Hadoop Hadoop D…

Features of HadoopThis presentation discusses the following features of Hadoop: Open source Fault Tolerance Distributed Processing Scalability Reliability High Availability Ec…

Hadoop ArchitectureThis presentation discusses the following topics: Introduction Components of Hadoop MapReduce Map Task Reduce Task Anatomy of a Map Reduce

Design of Hadoop Distributed File SystemThis presentation discusses the following topics: Hadoop Distributed File System (HDFS) How does HDFS work? HDFS Architecture Features of HDFS Benefits of usin…

Developing a Map Reduce ApplicationThis Presentation discusses various Phases of Developing a Map Reduce Application

Introduction to regressionThis presentation briefly discusses about Regression in Data Analytics

Blue property assumptions.This presentation briefly discusses about Linear Regression:Best Linear Unbiased Estimator(BLUE) property assumptions in Data Analytics

ClassificationThis presentation briefly discusses about Basic concept of Data Classification in Data Analytics

ClusteringThis presentation briefly discusses about data clustering in Data Analytics

Association rulesThis presentation briefly discusses about Association Rule in Data Analytics

Data analytics with RThis presentation discusses the following topics: Basic features of R Exploring R GUI Data Frames & Lists Handling Data in R Workspace Reading Data Sets & Expo…

Class Videos (English]

Class Videos (Tamil]

Class Videos (Hindi]

Videos

Data Analytics: An Introduction

Need for Data Analytics

IoT with Data Analytics

Predictive Analytics

Apache Spark vs. HADOOP

HADOOP: An Introduction

HADOOP Ecosystem

How to Install HADOOP?

MapReduce Tutorial for Beginners

MapReduce with Example

Why use R?

How to Install R?

Page updated

Google Sites

Report abuse