AI & ML Course
4/5
Gain expertise in AI and ML focused on subscription churn prediction. Dive into data exploration, model building and comparison, prediction explanations, and deploying sturdy, watched systems. Master key metrics, A/B testing, drift detection, and CI/CD pipelines to deliver dependable, production-grade ML solutions ready for business needs.
4.0 in rating
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course offers a quick, hands-on route from basic subscription data to solid churn forecasts in live systems. You will define the issue, create strong features, manage data imbalance, and evaluate models using proper measures. Additionally, you will cover model explanations, bias reviews, deployment methods, monitoring, drift spotting, and A/B tests to keep models precise, rule-compliant, and fit for business use.
Elevify advantages
Develop skills
- Production ML deployment: create strong APIs, batch processes, and secure rollouts quickly.
- Churn modelling skills: set targets, select metrics, and tackle class imbalance effectively.
- Hands-on feature engineering: develop time-based, value-based, and behavioural signals for accurate predictions.
- Model explainability applied: leverage SHAP and PDPs to convert insights into real actions.
- Monitoring and drift detection: establish metrics, alerts, and checks for reliable ML models.
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 workloadWhat our students say
Your lessons 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 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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