Machine Learning Analytics Course
This course provides hands-on experience in developing end-to-end machine learning models for churn prediction, focusing on practical implementation, evaluation, explanation, and deployment to drive business value.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Machine Learning Analytics Course teaches you to build solid churn prediction models from start to finish, starting with taking in data and preparing features, then doing supervised modelling, checking results, and putting it into use. You will learn to pick the best ways to measure success, understand and explain what the model decides, create fair processes that respect privacy, and change predictions into specific steps, A/B tests, and real returns on investment, all in a short, practical way.
Elevify advantages
Develop skills
- Build ML churn pipelines: clean data, engineer features, and train fast models.
- Tune and compare models: optimize 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
Your classes are perfect. I purchased the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... I appreciate everything you do, I've already recommended you to others...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can switch chapters and skip content I don't need.
Mariana FerresPhotography Student
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The platform is fast and easy to use. The variety of content and the extra videos really help with learning.
Giulio CarloPrompt Engineering Student
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