AI & ML Course
4/5
This course offers hands-on experience in building production-ready churn prediction models using AI and ML techniques, covering the full lifecycle from data preparation to deployment and monitoring.
4,0 in rating
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This AI & ML Course provides a quick, hands-on route from unprocessed subscription data to dependable churn forecasting in production. You'll define the issue, create effective features, manage imbalance, and evaluate models using appropriate metrics. Next, you'll cover explainability, bias assessments, deployment methods, monitoring, drift detection, and A/B testing to keep your models precise, compliant, and suited for business needs.
Elevify advantages
Develop skills
- Production ML deployment: design sturdy APIs, batch jobs, and secure rollouts swiftly.
- Churn modelling expertise: define targets, select metrics, and address class imbalance.
- Practical feature engineering: construct time, monetary, and behavioural signals that forecast.
- Model explainability in action: apply SHAP and PDPs to convert insights into decisions.
- Monitoring and drift detection: establish metrics, alerts, and tests for reliable ML models.
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.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful 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 change 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 really help with learning.
André FelipePrompt Engineering Student
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Course in PDF