Computer Science Data Science Course
This course equips learners with practical skills to build and deploy churn prediction models, from data preparation to actionable business insights.
flexible workload from 4 to 360h
valid certificate in your country
What will I learn?
The Computer Science Data Science Course provides a quick, hands-on route from unprocessed data to dependable customer churn forecasts and retention plans. You will tidy and ready actual datasets, create strong behavioural and time-related features, assess and adjust models, manage imbalances, analyse outcomes using current explainability methods, and transform model results into straightforward, verified steps and brief reports set for rollout.
Elevify advantages
Develop skills
- Feature engineering for churn: create strong, business-fit predictors swiftly.
- Data cleaning & EDA: rapidly convert raw product data into distinct churn understandings.
- Model training & tuning: roll out sturdy churn models using appropriate measures.
- Model explainability: apply SHAP and checks to rely on and improve forecasts.
- Business action from models: change churn scores into focused retention efforts.
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
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