AI & ML Course
Dive into AI and ML focused on subscription churn prediction. Explore data, engineer features, build and compare models, explain predictions, deploy systems, and monitor with metrics, A/B tests, drift detection, and CI/CD for production-ready, business-aligned ML solutions.

4 to 360 hours flexible workload
valid certificate in your country
What will I learn?
This course offers a practical pathway from subscription data to production-ready churn prediction. You'll frame problems, engineer features, manage imbalances, evaluate models properly, and cover explainability, bias detection, deployment, monitoring, drift, and A/B testing for reliable, compliant ML systems.
Elevify advantages
Develop skills
- Design robust production ML deployments with APIs, batch jobs, and safe rollouts.
- Master churn modelling by framing targets, selecting metrics, and balancing classes.
- Engineer practical features like time, monetary, and behavioural signals for prediction.
- Apply model explainability using SHAP and PDPs to drive actionable insights.
- Implement monitoring and drift detection with metrics, alerts, and tests for model stability.
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
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