Intermediate
21 Lessons
1h 30min
Certificate of Completion
Takeaway Skills
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
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 ...
Course Content
Machine Learning Primer
Video Recommendation
Feed Ranking
Ad Click Prediction
Rental Search Ranking
Estimate Food Delivery Time
3 Lessons
Conclusion
1 Lesson
Machine Learning Knowledge
Assessment
Machine Learning Model Diagnosis
Assessment
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