applied machine learning course
This course equips learners with practical skills to develop, deploy, and maintain production-ready machine learning models, focusing on churn prediction, from data preparation to governance and monitoring.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Applied Machine Learning Course teaches you how to build reliable churn prediction solutions from raw data to production. You will explore data cleaning, feature engineering, and robust preprocessing, then train and tune models with scikit-learn while mastering evaluation, calibration, and interpretability. Learn to address bias, design reproducible pipelines, and deploy, monitor, and govern models with strong security, logging, and CI/CD practices.
Elevify advantages
Develop skills
- Production ML deployment: design secure, monitored, real-time and batch systems fast.
- Reproducible ML pipelines: build, version, test, and ship scikit-learn flows quickly.
- Churn modelling mastery: tune, interpret, and calibrate models for business impact.
- Data prep for ML: clean, encode, scale, and engineer customer features that matter.
- Fair and compliant AI: detect bias, apply mitigation, and document trade-offs clearly.
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
FAQs
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?
Course in PDF