SAS Analytics

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SAS Analytics Curriculum

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Meet The Instructor

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Introduction to Business Analytics

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Bussiness Analytics

Categories of Business Analytics

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Installation of SAS

Importing CSV file in SAS

Importing CSV dataset in SAS

code file Importing CSV dataset in SAS

Linear Regression

Concept of Linear Regression

Assumptions of Classical Linear Regression Model

Concept of Multi collinearinty and Auto correlation

Linear Regression-Case Study & Practical session

Case study discussion and Dataset descriptions

code file Case study discussion and Dataset descriptions

Linear Regression Practical Session - Part - 1

code file Linear Regression Practical Session - Part - 1

code file Linear Regression Practical Session - Part - 2

Linear Regression Practical Session - Part - 2

Linear Regression Practical Session - Part - 3

code file Linear Regression Practical Session - Part - 3

Linear Regression Practical Session - Part - 4

code file Linear Regression Practical Session - Part - 4

Linear Regression Practical Session - Part - 5

code file Linear Regression Practical Session - Part - 5

Logistic Regression

Concept of Logistic Regression

Assumptions of Logistic Regression

ODDS AND ODDS Ratio

Concept of Concordant, Discordant and Tied Pairs

Setting the probability level

Detail description of Confusion Matrix

Logistic Regression- Case Study & Practical

Case Discussion and Data set Description of Logistic Regression

code file Case Discussion and Data set Description of Logistic Regression

Logistic Regression Practical part- 1

code file Logistic Regression Practical part- 1

Logistic Regression Practical part- 2

code file Logistic Regression Practical part- 2

Logistic Regression Practical part- 3

code file Logistic Regression Practical part- 3

Logistic Regression Practical part- 4

code file Logistic Regression Practical part- 4

Logistic Regression Practical part- 5

code file Logistic Regression Practical part- 5

Time Series Forecasting

Concept of time series

Components of Time Series

Smoothing Techniques

Stationarity and non-stationarity of Time Series Data

ARIMA Modelling

BOX JENKINS Technology

Time Series - Case Study & Practical Session

Case Study and Data set discussion of Time Series

code file Case Study and Data set discussion of Time Series

Time Series Practical Session Part- 1

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code file Time Series Practical Session Part- 1

Time Series Practical Session Part- 2

code file Time Series Practical Session Part- 2

Time Series Practical Session Part- 3

code file Time Series Practical Session Part- 3

code file Logistic Regression Practical part- 3

SAS Analytics Logistic Regression- Case Study & Practical

By: Hands-On System

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