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AI & ML Course

4/5
AI & ML Course
4.0 rating
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

Your classes are perfect. I got the one-year package and finally have the chance to follow a range of topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons get straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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