Machine Learning System Design Interviews
Free Advanced course · 10 lessons · 4 weeks · Certificate on completion
Answer open-ended ML design questions with a clear, repeatable framework. 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
- How ML design interviews are scored
- Clarifying the problem
- Framing objectives and metrics
- Data and labels
- Feature and model choices
- Offline evaluation plan
Skills you'll pick up
- How ML design interviews are s
- Clarifying the problem
- Framing objectives and metrics
- Data and labels
- Feature and model choices
- Offline evaluation plan
Tools covered
- ML System Design
- Real-world projects
- Quizzes
- Final exam
Course modules
Module 1: How ML design interviews are scored
Module 1 of Machine Learning System Design Interviews. 3 lessons · 3h
Module 2: Data and labels
Module 2 of Machine Learning System Design Interviews. 3 lessons · 3h
Module 3: Serving architecture
Module 3 of Machine Learning System Design Interviews. 2 lessons · 2h
Module 4: Mock: feed ranking
Module 4 of Machine Learning System Design Interviews. 2 lessons · 2h
Lessons in this course
- How ML design interviews are scored
- Clarifying the problem
- Framing objectives and metrics
- Data and labels
- Feature and model choices
- Offline evaluation plan
- Serving architecture
- Monitoring and iteration
- Mock: feed ranking
- Mock: fraud detection
Instructor
Priya Nair — Data Science Lead
Priya Nair is a Data Science Lead with years of hands-on experience teaching ML System Design to thousands of learners worldwide.
Certificate
Finish every lesson and pass the final exam to earn a free, verifiable Learnera certificate for Machine Learning System Design Interviews. It can be downloaded as a PDF and shared on LinkedIn.
Career outcomes
Median global salary $165,000 per year · median India salary ₹23,10,000 per year · 53,601 open roles worldwide
- ML System Design Specialist
- Senior ML System Design Lead
- ML System Design Consultant
Frequently asked questions
Is the Machine Learning System Design Interviews course free?
Yes. Every Learnera course, including Machine Learning System Design Interviews, is completely free — lessons, quizzes, the final exam, and the certificate.
How long does Machine Learning System Design Interviews 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.