Unit-5 · Unit-5 Analytics 1 Prepared By: Prof. V. K. Wani. Introduction 2 Prepared By: Prof. V. K....
Transcript of Unit-5 · Unit-5 Analytics 1 Prepared By: Prof. V. K. Wani. Introduction 2 Prepared By: Prof. V. K....
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Unit-5Analytics
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Prepared By: Prof. V. K. Wani
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Introduction2
Prepared By: Prof. V. K. Wani
• Analytics•Examples are1. Predictive Analytics2. Data Analytics3. Business Analytics4. Decision Analytics5. Risk AnalyticsEtc
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Types of Analytics3
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Types of Analytics
Descriptive Analytics(What)
Diagnostic Analytics
(Why)
Predictive Analytics
(What Could)
Perspective Analytics
(What Should)
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Business Intelligence Vs Business Analytics4
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Exploratory Data Analysis
Typical Data formats and the Types of EDA
Cluster Analysis
Exploratory Techniques5
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Clustering Steps
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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
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Predictive Analysis9
Prepared By: Prof. V. K. Wani
Types of Analytics
Tools
General Linear
Modeling
Time Series Analysis
Applied Multivariate
Analysis
Machine Learning
Tools
Computer Programmi
ng Skill
Multiple Regression
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Example of Predictive Analysis
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Capture Data
Prediction
Action Based on Prediction
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Time Series
Components of Time Series
Trend Componant
Seasonal Componant
Cyclic Componant
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Thank You
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