Machine Learning Analytics Course
Master churn prediction in the Machine Learning Analytics Course. Build robust models, engineer powerful features, interpret SHAP insights, and convert metrics into high-ROI actions for data-driven product, growth, and customer success teams. This hands-on course equips you with end-to-end skills from data preparation to deployment and business impact measurement.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
The Machine Learning Analytics Course teaches building reliable churn prediction models end-to-end, covering data ingestion, feature engineering, supervised modelling, evaluation, and deployment. You will learn to select appropriate metrics, interpret model decisions, create fair and privacy-aware workflows, and transform predictions into targeted actions, A/B tests, and measurable ROI through practical, compact exercises.
Elevify advantages
Develop skills
- Build ML churn pipelines: clean data, engineer features, train fast models.
- Tune and compare models: optimise metrics, handle imbalance, avoid leakage.
- Explain predictions: use SHAP, feature importance, clear business narratives.
- Evaluate ROI: link churn models to uplift, cost-benefit, KPI dashboards.
- Deploy and monitor: ship calibrated models, track drift, run A/B experiments.
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 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 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 supplementary videos really help with learning.

Giulio CarloPrompt Engineering Student
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