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
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content that I don't need.

Mariana FerresPhotography Student
I like the content and the way of presentation and video transcription, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot in learning.

André FelipePrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course