Machine Learning Analytics Course
Master churn prediction with the Machine Learning Analytics Course. Build robust models, engineer powerful features, interpret SHAP insights, and turn metrics into high-ROI actions for data-driven product, growth, and customer success teams.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Machine Learning Analytics Course shows you how to build reliable churn prediction models end to end, from data ingestion and feature engineering to supervised modeling, evaluation, and deployment. Learn to choose the right metrics, interpret and explain model decisions, design fair and privacy-aware workflows, and turn predictions into targeted actions, A/B tests, and measurable ROI in a compact, hands-on format.
Elevify advantages
Develop skills
- Build ML churn pipelines: clean data, engineer features, and train fast models.
- Tune and compare models: optimize metrics, handle imbalance, and avoid leakage.
- Explain predictions: use SHAP, feature importance, and clear business narratives.
- Evaluate ROI: link churn models to uplift, cost-benefit, and KPI dashboards.
- Deploy and monitor: ship calibrated models, track drift, and run A/B experiments.
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 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... I appreciate everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons get 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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Course in PDF