Machine Learning R Course
Master churn and upgrade prediction using the Machine Learning R Course. Gain skills in data preparation, modelling, evaluation, and interpretation in R to create robust, production-ready models that boost retention, revenue, and informed product decisions in tech.

flexible workload of 4 to 360h
valid certificate in your country
What will I learn?
The Machine Learning R Course teaches defining churn and upgrade problems, preparing and validating subscription data, and engineering strong behavioural features. Build and tune R models, evaluate with business metrics, and turn results into actions, experiments, and monitoring. Apply a practical end-to-end workflow to real subscription products quickly.
Elevify advantages
Develop skills
- Churn modelling in R: frame prediction targets and costs for real business impact.
- Data preparation in R: clean, encode, and engineer powerful churn and upgrade features.
- ML pipelines in R: train, tune, and compare logistic and tree-based models fast.
- Model evaluation: select metrics, tune thresholds, and optimise ROI on churn actions.
- Business ML storytelling: explain model insights and recommend high-impact tests.
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
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