AI & ML Course
Gain expertise in AI and ML 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-grade ML solutions ready for business needs.
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 will define the issue, create strong features, manage data imbalance, and evaluate models using proper measures. Additionally, you will 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
- Production ML deployment: create strong APIs, batch processes, and secure rollouts quickly.
- Churn modelling skills: set targets, select metrics, and tackle class imbalance effectively.
- Hands-on feature engineering: develop time-based, value-based, and behavioural signals for accurate predictions.
- Model explainability applied: leverage SHAP and PDPs to convert insights into real actions.
- Monitoring and drift detection: establish metrics, alerts, and checks for reliable 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 workloadWhat our students say
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