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
Your lessons 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 I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, 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 with 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