Applied machine learning course
Gain practical expertise in applied machine learning focused on churn prediction. Develop end-to-end reproducible pipelines, train and fine-tune scikit-learn models, deploy with CI/CD for security and monitoring, handle model drift, ensure fairness, interpretability, and governance to deliver production-ready ML systems that drive business results.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with skills to create reliable churn prediction models from raw data through to production deployment. You'll master data cleaning, feature engineering, preprocessing, model training and tuning using scikit-learn, plus evaluation, calibration, interpretability, bias mitigation, reproducible pipelines, and secure deployment with monitoring, logging, and CI/CD.
Elevify advantages
Develop skills
- Design secure, monitored production ML systems for real-time and batch processing.
- Build reproducible ML pipelines with versioning, testing, and rapid scikit-learn deployment.
- Master churn modelling by tuning, interpreting, and calibrating for business value.
- Prepare data effectively: clean, encode, scale, and engineer key customer features.
- Ensure fair AI by detecting bias, mitigating risks, and documenting decisions clearly.
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
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!
Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.
André FelipePrompt Engineering Student
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course