AI & ML Course
This course equips learners with practical skills in AI and ML, focusing on churn prediction from data preparation to production deployment, including model evaluation, explainability, monitoring, and ethical considerations.

flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
This AI & ML Course provides a quick, hands-on route from basic subscription data to solid churn forecasting in live systems. You'll define the issue, create strong features, manage imbalances, and evaluate models using proper measures. Next, you'll cover explanations, bias reviews, deployment methods, oversight, drift spotting, and A/B trials to keep your models precise, rule-compliant, and fit for business.
Elevify advantages
Develop skills
- Production ML deployment: create sturdy APIs, batch tasks, and secure launches quickly.
- Churn modelling expertise: set targets, choose measures, and tackle class imbalance.
- Hands-on feature engineering: construct time, money, and behaviour indicators that forecast.
- Model explainability in action: apply SHAP and PDPs to convert insights into steps.
- Monitoring and drift detection: establish measures, warnings, and checks for steady ML models.
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
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