Course Description
John Wiley & Sons, Inc. USA
Course curriculum

1
5.1 Linear Regression in R

5.1.1 Linear Regression in R  Conceptual Understanding Part1

5.1.2 Linear Regression in R  Conceptual Understanding Part2

5.1.3 Performing Regression

P.5.1 Linear Regression in R Part 1

P.5.1 Linear Regression in Part 2


2
5.2 NonLinear Regression

5.2.1 NonLinear Regression Part1

5.2.2 NonLinear Regression Part2

P.5.2 NonLinear Regression Part 1

P.5.2 NonLinear Regression Part 2


3
5.3 Cluster Analysis

5.3.1 Cluster Analysis Part1

5.3.2 Cluster Analysis Part2

5.3.3 Performing Cluster Analysis

5.3.4 Performing Customer Segmentation

P.5.3 Cluster Analysis Part 1

P.5.3 Cluster Analysis Part 2


4
5.4 Decision Trees

5.4.1 Predicting Churn  Decision Trees

5.4.2 Decision Trees Concepts Part1

5.4.3 Decision Trees Concepts Part2

5.4.4 Decision Trees Concepts Part3

P.5.4 Decision Trees Part 1

P.5.4 Decision Trees Part 2
