Gain insights into ML system design, state-of-the-art techniques, and best practices for scalable production. Learn from top researchers and stand out in your next ML interview.
Intermediate
21 Lessons
1h 30min
Certificate of Completion
Gain insights into ML system design, state-of-the-art techniques, and best practices for scalable production. Learn from top researchers and stand out in your next ML interview.
AI-POWERED
AI-POWERED
This course includes
This course includes
Course Overview
Machine Learning System Design is an important component of any ML interview. The ability to address problems, identify requirements, and discuss tradeoffs helps you stand out among hundreds of other candidates. Readers of this course able to get offers from Snapchat, Facebook, Coupang, Stitchfix and LinkedIn. This course will help you understand the state of the practice on model techniques along with best practices in applying ML models in production at scale. Once you finished the course you can learn ...Show More
TAKEAWAY SKILLS
Machine Learning
System Design
What You'll Learn
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
What You'll Learn
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
Show more
Course Content
Machine Learning Primer
Video Recommendation
Feed Ranking
Ad Click Prediction
Rental Search Ranking
Estimate Food Delivery Time
3 Lessons
Conclusion
1 Lesson
Course Author
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Evan Dunbar
ML Engineer
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