How To Build Models that Work

Course Duration

16 hours, 2-day training workshop

Delivery

Face to face training or online training

Course Inclusive

Training materials & certificate of completion

Description

This course discussed the concepts of end-to-end process of an analytics project – more than just the technical aspects of building a model. This covers the details and considerations of each analytics project phase, including a checklist of do’s and don’ts.

LEARN HOW TO

  • Uncover business problem and translate into an analytical objective
  • Design data and analytical approach to address
  • Do common data diagnostics and assessment
  • Build models and operationalize
  • Measure model results

WHO SHOULD ATTEND

Analytics Managers, analysts, data scientists

PREREQUISITES

This course assumes familiarity on data management and on analytics and predictive modelling.

Course Outline

  1. Introduction
  2. Strategy and Business Problem
  3. Data Diagnostics and Assessment
  4. Model Development
  1. Model Validation
  2. Model Scoring
  3. Campaign Execution
  4. Campaign Tracking & reporting
  5. Model Implementation though Systems
  6. Model Monitoring o Model Fine-tuning
    • MAKATI
    • 333 Sen. Gil Puyat Ave., Makati City 1200, Philippines

    • Contact No.
    • +63 2 8891 0713
      +63 2 8751 6482

    • Email Address
    • inquiries@mapua.edu.ph

    • INTRAMUROS
    • 658 Muralla St., Intramuros, Manila 1002, Philippines

    • Contact No.
    • +63 2 8524-5572


    • Email Address
    • ccesc@mapua.edu.ph