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AI & ML Course

AI & ML Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

This course offers a practical pathway from subscription data to production-ready churn prediction. You'll frame problems, engineer features, manage imbalances, evaluate models properly, and cover explainability, bias detection, deployment, monitoring, drift, and A/B testing for reliable, compliant ML systems.

Elevify advantages

Develop skills

  • Design robust production ML deployments with APIs, batch jobs, and safe rollouts.
  • Master churn modelling by framing targets, selecting metrics, and balancing classes.
  • Engineer practical features like time, monetary, and behavioural signals for prediction.
  • Apply model explainability using SHAP and PDPs to drive actionable insights.
  • Implement monitoring and drift detection with metrics, alerts, and tests for model stability.

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.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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