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Predictive Modeling Course

Predictive Modeling Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

This course provides a complete, hands-on process for precisely forecasting customer monthly spending. Learners will set precise targets, avoid data leaks, conduct detailed data exploration, create strong time-based and behaviour features, and build, train, validate linear and tree models using time-sensitive methods, key business measures, and clear outputs ready for marketing use.

Elevify advantages

Develop skills

  • Prepare data for spend forecasts by cleaning, encoding, and building effective features.
  • Train strong models by choosing, tuning, and combining linear and tree-based approaches.
  • Validate with time awareness using leak-proof splits, cross-validation, and reliability tests.
  • Assess errors and returns by connecting MAE, uplift, and calibration to business profits.
  • Communicate models clearly with SHAP explanations, limitations, and action plans for non-experts.

Suggested summary

Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet my boss's and the company's expectations.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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