AI & ML Course
Gain expertise in AI and ML for subscription churn prediction: analyze data, construct and assess models, interpret results, and launch sturdy, watched systems. Master evaluation metrics, A/B experiments, drift monitoring, and CI/CD pipelines to deliver dependable, production-grade ML solutions ready for business needs.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This AI and ML 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. Next, you'll cover model explanations, bias reviews, deployment methods, oversight, drift spotting, and A/B tests to keep models precise, rule-compliant, and fit for business use.
Elevify advantages
Develop skills
- Production ML rollout: create strong APIs, batch processes, and secure launches swiftly.
- Churn prediction expertise: set targets, select metrics, and balance classes effectively.
- Hands-on feature building: craft time-based, value-based, and activity signals for accurate forecasts.
- Model interpretation skills: apply SHAP and PDPs to convert insights into real decisions.
- Oversight and drift checks: establish metrics, warnings, and tests for reliable ML performance.
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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