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
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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Course in PDF