AI & ML Course
This course offers practical skills in building and deploying churn prediction models using AI and ML, covering the full lifecycle from data preparation to monitoring and optimization.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This AI and ML Course provides a quick, hands-on route from basic subscription data to dependable churn forecasting in live systems. You will define the issue, create strong features, manage data imbalance, and evaluate models using appropriate measures. Next, you will cover interpretability, bias assessments, deployment methods, oversight, shift identification, and A/B trials to ensure models remain precise, rule-compliant, and suitable for business use.
Elevify advantages
Develop skills
- Production ML deployment: create sturdy APIs, batch processes, and secure launches swiftly.
- Churn modelling expertise: define objectives, select measures, and address class imbalance.
- Hands-on feature engineering: construct time-based, value-based, and activity signals that forecast.
- Model interpretability in action: apply SHAP and PDPs to convert insights into decisions.
- Oversight and shift detection: establish measures, notifications, and checks for steady ML models.
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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