AI & ML Course
4/5
This course offers hands-on experience in building and deploying churn prediction models using AI and ML, covering the full lifecycle from data preparation to monitoring and optimization.
4.0 in the evaluation
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This AI & ML Course provides a quick, hands-on route from basic 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 fit for business.
Elevify advantages
Develop skills
- Production ML deployment: design sturdy APIs, batch tasks, and secure rollouts quickly.
- Churn modelling expertise: define targets, select metrics, and tackle class imbalance.
- Practical feature engineering: construct time, money, and behaviour indicators that forecast.
- Model explainability in action: apply SHAP and PDPs to convert insights into steps.
- Monitoring and drift detection: establish metrics, 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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