introduction To Machine Learning for Data Science Course
This course provides a practical introduction to machine learning for data science, focusing on churn prediction using real subscription app data. Learners will master framing problems, exploratory data analysis, model building, feature engineering, and deployment techniques to drive business impact.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This short, practical Introduction to Machine Learning for Data Science Course guides you step by step through framing a churn prediction problem, exploring and cleaning real subscription app data, and building reliable models. You will learn feature engineering, model selection, evaluation, interpretation, and production deployment so you can turn raw data into measurable retention and revenue impact quickly.
Elevify advantages
Develop skills
- Frame ML churn problems: turn tech KPIs into clear, actionable objectives.
- Run fast EDA: clean, profile, and validate subscription app datasets.
- Build and tune churn models: logistic, trees, ensembles with the right metrics.
- Engineer powerful features: balance classes, encode categories, scale numerics.
- Interpret and deploy models: explain SHAP, monitor drift, drive retention.
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