AI & ML Course
This course equips you with AI and ML skills for subscription churn prediction. Delve into data exploration, model building and comparison, prediction explanations, and deployment of monitored systems. Master key metrics, A/B testing, drift detection, and CI/CD pipelines to deliver production-ready ML solutions that drive business value.

4 to 360 hours of flexible workload
certificate valid in your country
What Will I Learn?
Gain a practical pathway from subscription data to production churn prediction. Frame issues, engineer features, manage imbalances, evaluate models correctly, and master explainability, bias detection, deployment, monitoring, drift checks, and A/B testing for reliable, compliant models.
Elevify Advantages
Develop Skills
- Deploy production ML systems with robust APIs, batch processing, and safe rollouts.
- Excel in churn modelling by defining targets, selecting metrics, and balancing classes.
- Engineer effective features from time, monetary, and behavioural data.
- Apply explainability tools like SHAP and PDPs to derive 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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