Course Description

John Wiley & Sons, Inc. USA

Established in 1807, Wiley is a global provider of content-enabled solutions to improve outcomes in research, education and professional practice with online tools, books, and eLearning trainings. Wiley’s strength lies in every major scientific, academic, and professional field.

Course curriculum

  • 1

    12.1 Linear Regression in R

    • 12.1.1 Linear Regression in R - Conceptual Understanding Part-1

    • 12.1.2 Linear Regression in R - Conceptual Understanding Part-2

    • 12.1.3 Performing Regression
  • 2

    12.2 Non-linear Regression

    • 12.2.1 Nonlinear Regression Part-1

    • 12.2.2 Nonlinear Regression Part-2
  • 3

    12.3 Cluster Analysis

    • 12.3.1 Cluster Analysis Part-1

    • 12.3.2 Cluster Analysis Part-2

    • 12.3.3 Performing Cluster Analysis

    • 12.3.4 Performing Customer Segmentation
  • 4

    12.4 Decision Trees

    • 12.4.1 Predicting Churn - Decision Trees

    • 12.4.2 Decision Trees Concepts Part-1

    • 12.4.3 Decision Trees Concepts Part-2

    • 12.4.4 Decision Trees Concepts Part-3