Data Science and Machine Learning Course
This course equips you with data science and machine learning skills for churn prediction using real product data. Master feature engineering, model building, validation, evaluation, and explainability to deliver ROI-driven decisions for tech teams. Transform raw data into actionable insights with Python tools, robust techniques, and business-focused analytics.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain skills in exploring datasets, cleaning data, engineering features, creating train/test splits, and using cross-validation. Build and tune tree-based and linear models, manage imbalanced data, evaluate with proper metrics, explain models, communicate results, and produce reproducible work for real impact.
Elevify advantages
Develop skills
- Advanced feature engineering to create strong churn predictors quickly.
- Robust model training with tree and linear models using Python libraries.
- Time-aware validation through temporal splits and cross-validation.
- Model explainability using SHAP and feature importance for clear decisions.
- Business analytics to convert models into fast ROI-focused churn strategies.
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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