Machine Learning Analytics Course
Master churn prediction with the Machine Learning Analytics Course. Build robust models, engineer powerful features, interpret SHAP insights, and turn metrics into high-ROI actions for data-driven product, growth, and customer success teams.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Machine Learning Analytics Course shows you how to build reliable churn prediction models end to end, from data ingestion and feature engineering to supervised modeling, evaluation, and deployment. Learn to choose the right metrics, interpret and explain model decisions, design fair and privacy-aware workflows, and turn predictions into targeted actions, A/B tests, and measurable ROI in a compact, hands-on format.
Elevify advantages
Develop skills
- Build ML churn pipelines: clean data, engineer features, and train fast models.
- Tune and compare models: optimize metrics, handle imbalance, and avoid leakage.
- Explain predictions: use SHAP, feature importance, and clear business narratives.
- Evaluate ROI: link churn models to uplift, cost-benefit, and KPI dashboards.
- Deploy and monitor: ship calibrated models, track drift, and run A/B experiments.
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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