Predictive Modeling Course
Gain expertise in predictive modelling for customer spending. Master data cleaning, feature creation, model choice, validation techniques, and interpretation to convert stats knowledge into precise forecasts and smart business choices that boost revenue.

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.What our students say
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