Machine Learning Analytics Course
This course provides hands-on training in developing end-to-end machine learning models for churn prediction, emphasizing practical skills in data handling, model building, evaluation, explanation, and deployment to drive business impact.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Machine Learning Analytics Course teaches you to build reliable churn prediction models from start to finish, covering data ingestion, feature engineering, supervised modelling, evaluation, and deployment. You will learn to select appropriate metrics, interpret and explain model decisions, create fair and privacy-conscious workflows, and convert predictions into targeted actions, A/B tests, and measurable returns on investment in a concise, practical format.
Elevify advantages
Develop skills
- Build ML churn pipelines: clean data, engineer features, and train fast models.
- Tune and compare models: optimise metrics, handle imbalance, and avoid leakage.
- Explain predictions: use SHAP, feature importance, and clear business narratives.
- Evaluate ROI: link churn models to uplift, cost-benefit, and KPI dashboards.
- Deploy and monitor: ship calibrated models, track drift, and run A/B experiments.
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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Giulio CarloDigital Marketing Student
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