Module – 1

 Introduction to Predictive Modeling

 Descriptive Statistics

 Test of Hypothesis

 Normality Test

 Analysis of Variance

 Cross Tabulation and Chi Square Test

 

 

 Module – 2

 Introduction to Supervised 

 Correlation & Regression

 Dummy Variable Regression

 Logistic Regression

 Classification and Regression Tree

 Random Forest

 Naive Bayes

  K Nearest Neighbors

  Support Vector Mechines 

 

 Module – 3

Introduction to Predictive Modeling

Descriptive Statistics

Test of Hypothesis

Normality Test

Analysis of Variance

Cross Tabulation and Chi Square Test

 

 Module – 4

Introduction to Predictive Modeling

Descriptive Statistics

Test of Hypothesis

Normality Test

Analysis of Variance

Cross Tabulation and Chi Square Test