Unit-5 · Unit-5 Analytics 1 Prepared By: Prof. V. K. Wani. Introduction 2 Prepared By: Prof. V. K. Wani • Analytics •Examples are 1. Predictive Analytics 2. Data Analytics 3.

Unit-5Analytics

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Prepared By: Prof. V. K. Wani

Introduction2

Prepared By: Prof. V. K. Wani

• Analytics•Examples are1. Predictive Analytics2. Data Analytics3. Business Analytics4. Decision Analytics5. Risk AnalyticsEtc

Types of Analytics3

Prepared By: Prof. V. K. Wani

Types of Analytics

Descriptive Analytics(What)

Diagnostic Analytics

(Why)

Predictive Analytics

(What Could)

Perspective Analytics

(What Should)

Business Intelligence Vs Business Analytics4

Prepared By: Prof. V. K. Wani

Exploratory Data Analysis

Typical Data formats and the Types of EDA

Cluster Analysis

Exploratory Techniques5

Prepared By: Prof. V. K. Wani

Clustering Steps

Prepared By: Prof. V. K. Wani

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K-Means Clustering Algorithm

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Some of the Visualization Tools are

1. Google Docs with gadgets

2. Exhibit

3. Dygraphs

4. Infographics

5. Fusion Charts

6. ManyEyes

Etc..

Benefits of Data Visualization Tools

Data Visualization8

Prepared By: Prof. V. K. Wani

Predictive Analysis9

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Types of Analytics

Tools

General Linear

Modeling

Time Series Analysis

Applied Multivariate

Analysis

Machine Learning

Tools

Computer Programmi

ng Skill

Multiple Regression

Example of Predictive Analysis

Prepared By: Prof. V. K. Wani

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Capture Data

Prediction

Action Based on Prediction

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Prepared By: Prof. V. K. Wani

Time Series

Components of Time Series

Trend Componant

Seasonal Componant

Cyclic Componant

Thank You

Prepared By: Prof. V. K. Wani

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