Machine Learning for Healthcare Data
Free Advanced course · 10 lessons · 4 weeks · Certificate on completion
Work responsibly with clinical records, outcomes and medical risk models. Across 10 lessons you'll move from fundamentals to a portfolio-ready outcome — at your own pace, with quizzes after each lesson and a final exam to certify your mastery.
What you'll learn
- Healthcare data landscape
- EHR structure and coding
- Privacy and de-identification
- Cohort definition
- Clinical risk prediction
- Handling missingness
Skills you'll pick up
- Healthcare data landscape
- EHR structure and coding
- Privacy and de-identification
- Cohort definition
- Clinical risk prediction
- Handling missingness
Tools covered
- Healthcare ML
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: Healthcare data landscape
Module 1 of Machine Learning for Healthcare Data. 3 lessons · 3h
Module 2: Cohort definition
Module 2 of Machine Learning for Healthcare Data. 3 lessons · 3h
Module 3: Bias across patient groups
Module 3 of Machine Learning for Healthcare Data. 2 lessons · 2h
Module 4: Regulatory considerations
Module 4 of Machine Learning for Healthcare Data. 2 lessons · 2h
Lessons in this course
- Healthcare data landscape
- EHR structure and coding
- Privacy and de-identification
- Cohort definition
- Clinical risk prediction
- Handling missingness
- Bias across patient groups
- Clinical validation
- Regulatory considerations
- Deploying alongside clinicians
Instructor
Priya Nair — Data Science Lead
Priya Nair is a Data Science Lead with years of hands-on experience teaching Healthcare ML to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Machine Learning for Healthcare Data. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $150,000 per year · median India salary ₹21,00,000 per year · 86,056 open roles worldwide
- Healthcare ML Specialist
- Senior Healthcare ML Lead
- Healthcare ML Consultant
Frequently asked questions
Is the Machine Learning for Healthcare Data course free?
Yes. Every Learnera course, including Machine Learning for Healthcare Data, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Machine Learning for Healthcare Data take?
10 lessons, typically completed in 4 weeks at a comfortable pace.
Do I get a certificate?
Yes — pass the final exam and you receive a free, verifiable certificate you can share on LinkedIn.