Machine Learning Analytics Course
This course provides a comprehensive, hands-on guide to developing and deploying machine learning models for churn prediction, focusing on practical analytics skills from data preparation to business impact measurement.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Machine Learning Analytics Course teaches you how to build reliable churn prediction models from start to finish, from data ingestion and feature engineering to supervised modelling, evaluation, and deployment. Learn to select the right metrics, interpret and explain model decisions, design fair and privacy-aware workflows, and convert 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: optimise 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 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