Predictive Modeling Course
Gain expertise in predictive modelling to forecast customer spending accurately. Master data preparation, feature creation, model choice, time-based validation, and interpretation skills to transform data into reliable predictions and smart business choices that boost revenue.

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.What our students say
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