AI & ML Course
4/5
This course offers practical skills in building, deploying, and maintaining churn prediction models using AI and ML techniques.

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 provides a quick, hands-on route from raw subscription data to solid churn prediction in live systems. You will define the issue, create strong features, manage imbalance, and evaluate models using proper measures. Then you will cover explainability, bias reviews, deployment methods, monitoring, drift spotting, and A/B testing to keep your models precise, rule-compliant, and ready for business.
Elevify advantages
Develop skills
- Production ML deployment: design strong APIs, batch tasks, and secure rollouts quickly.
- Churn modelling expertise: define targets, select measures, and tackle class imbalance.
- Hands-on feature engineering: create time, money, and behaviour signals that forecast.
- Model explainability in action: apply SHAP and PDPs to convert insights to steps.
- Monitoring and drift detection: establish measures, warnings, and checks for steady 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 workload.What our students say
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...

Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.

Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!

Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.

Giulio CarloAluno de Engenharia de Prompt
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