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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
Prepared By: Prof. V. K. Wani
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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
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
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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