Computer Science Data Science Course
Gain expertise in practical data science: prepare and clean data, develop strong features, train and refine churn prediction models, explain model decisions, and create retention strategies that deliver real business results in tech settings. This hands-on course equips you with skills to handle real datasets and deploy reliable models effectively.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course offers a practical route from raw data to accurate churn forecasts and retention plans. Learners will clean datasets, create effective features from behaviour and time data, select and optimise models, address class imbalance, analyse outcomes using explainability methods, and transform predictions into actionable reports for implementation.
Elevify advantages
Develop skills
- Feature engineering for churn prediction: create effective business predictors quickly.
- Data cleaning and exploratory analysis: transform raw data into actionable churn insights.
- Model training and optimisation: build strong churn models using appropriate metrics.
- Model interpretability: apply SHAP and tools to validate and improve predictions.
- Turning models into business actions: develop targeted retention efforts from churn scores.
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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