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AI & ML Course

4/5
AI & ML Course
4.0 in rating
flexible workload of 4 to 360h
valid certificate in your country

What will I learn?

Gain practical skills in AI and ML to transform subscription data into accurate churn predictions ready for production. Master problem framing, feature engineering, imbalance handling, model comparison, explainability, bias detection, deployment strategies, monitoring, drift detection, and A/B testing for reliable, compliant models.

Elevify advantages

Develop skills

  • Deploy ML models to production with robust APIs, batch processing, and safe rollout strategies.
  • Master churn prediction by defining targets, selecting metrics, and managing class imbalance.
  • Engineer effective features using time, monetary, and behavioural data for accurate predictions.
  • Apply model explainability techniques like SHAP and PDPs to derive actionable insights.
  • Implement monitoring, drift detection, alerts, and tests to maintain stable ML performance.

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 several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons are 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 supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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