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Predictive Modeling Course

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

What will I learn?

This Predictive Modelling Course offers a complete, practical process for predicting customer spending accurately using monthly data. Learners will set precise targets, avoid data leaks, perform detailed exploratory checks, build strong time-based and behaviour features, and choose, train, validate linear and tree models with time splits, key business measures, and clear outputs ready for marketing use.

Elevify advantages

Develop skills

  • Data preparation for spend prediction: clean, encode, and create effective features.
  • Strong model training: choose, fine-tune, and combine linear and tree-based models.
  • Time-sensitive validation: create safe splits, cross-validation, and stability tests.
  • Error and ROI assessment: connect MAE, lift, and calibration to revenue impact.
  • Model explanation: use SHAP to clarify limits and actions for business teams.

Suggested summary

Before starting, you can change the chapters and the 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

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of rich information.
WiltonCivil Firefighter

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