Computer Science Data Science Course
This course equips learners with practical skills in data science for churn prediction, covering data preparation, modeling, and actionable insights.
4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Computer Science Data Science Course provides a quick, practical route from raw data to dependable churn forecasts and retention plans. You will clean and prepare actual datasets, create effective behavioural and time-based features, compare and adjust models, manage imbalance, analyze results using contemporary explainability tools, and transform model outputs into straightforward, validated actions and succinct reports prepared for implementation.
Elevify advantages
Develop skills
- Feature engineering for churn: construct potent, business-ready predictors swiftly.
- Data cleaning & EDA: rapidly convert raw product data into distinct churn insights.
- Model training & tuning: implement sturdy churn models using appropriate metrics.
- Model explainability: apply SHAP and diagnostics to rely on and improve predictions.
- Business action from models: transform churn scores into focused retention initiatives.
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 are saying
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