Data Science and Machine Learning Course
Master data science and machine learning for real-world churn prediction. Learn feature engineering, model selection, evaluation, and explainability to turn raw product data into clear, ROI-focused decisions for modern technology teams.
flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
This Data Science and Machine Learning Course shows you how to explore real datasets, clean and engineer powerful features, and design robust train/test splits and cross-validation. You will practice building and tuning tree-based and linear models, handling imbalance, and evaluating results with the right metrics. Learn to explain model behavior, communicate impact, and deliver clear, reproducible work that drives measurable results.
Elevify advantages
Develop skills
- Advanced feature engineering: build powerful churn signals in days, not weeks.
- Robust model training: select and tune tree and linear models with Python libs fast.
- Time-aware validation: design temporal splits and cross-validation for real data.
- Model explainability: use SHAP and feature importance to justify decisions clearly.
- Business-first analytics: turn model outputs into ROI-focused churn actions quickly.
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 workloadWhat our students say
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio CarloPrompt Engineering Student
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