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.
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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
Machine Learning System Design is an important component of any ML interview. The ability to address problems, identify requirem...Show More
WHAT YOU'LL LEARN
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
Improve your Machine Learning System Design skills. Apply the best techniques in order to structure and drive your interview.
Show more
TAKEAWAY SKILLS
Machine Learning
System Design
Content
21 Lessons6 Quizzes2 Assessments
1.
Machine Learning Primer
5 Lessons
Get familiar with core machine learning principles, from feature engineering to model deployment.
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