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
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
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The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
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