Predictive Modelling in R

Course Objectives

This two-day course covers the basics as as well as the predictive modeling modelling process using R. After this course, attendees should be able to kickstart their work in R for their modeling using the sample scripts provided.

Course Content

  • Module I
    1. Introduction
    2. Installing R and R-Studio
    3. The Basics
    4. R as a Universal Tool
    5. Data Types and Structures
    6. Reading Data o Writing Data
    7. Simple Graphs
    8. Simple Statistics
    9. Filtering
    10. Creating Variables
    11. Statistical Models
    12. Recap – Day 1
  • Module II
    1. Basic Modelling Formulation
    2. Process Flow
    3. Data Preparation
    4. Data Treatments
    5. Data Partitioning
    6. Variable Selection
    7. Model Building and Interpretation
    8. Model Evaluation and Validation
    9. Model Scoring
    • Makati
    • +63 2 8891 0722
    • +63 2 8891 0713
    • +63 2 8751 6482
    • Intramuros
    • +63 2 8524-5572
    • Intramuros
    • 658 Muralla St., Intramuros, Manila 1002, Philippines


    • Makati
    • 333 Sen. Gil Puyat Ave., Makati City 1200, Philippines