AI & ML Course
4/5
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.
4.0 in the evaluation
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
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
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 FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
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