AI & ML Course
Gain expertise in AI and machine learning focused on subscription churn prediction. Dive into data exploration, model building and comparison, prediction explanations, and deploying sturdy, watched systems. Master key metrics, A/B testing, drift detection, and CI/CD pipelines to deliver dependable, production-ready machine learning solutions that drive business results.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course offers a quick, hands-on route from basic subscription data to solid churn forecasts in live systems. You'll define the issue, create strong features, manage data imbalance, and evaluate models using proper measures. Plus, you'll cover model explanations, bias reviews, deployment methods, monitoring, drift spotting, and A/B tests to keep models precise, rule-compliant, and fit for business use.
Elevify advantages
Develop skills
- Deploy machine learning to production: craft strong APIs, batch processes, and secure rollouts swiftly.
- Excel in churn prediction: set targets, select metrics, and tackle class imbalance effectively.
- Engineer features practically: develop time-based, value-based, and behavioural indicators that forecast accurately.
- Apply model explainability: leverage SHAP and partial dependence plots to convert insights into real actions.
- Monitor systems and detect drift: establish metrics, warnings, and checks for reliable machine learning 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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