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🎯 1:1 Coaching / Mentoring → https://topmate.io/egorhowell/1203300
Video transcript: https://towardsdatascience.com/stop-feeling-lost-how-to-master-ml-system-design-easy/
CONNECT WITH ME
📸 Instagram — https://www.instagram.com/egorhowell
💼 LinkedIn — https://www.linkedin.com/in/egorhowell
🌍 Website — https://egorhowell.com
RESOURCES MENTIONED
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: https://amzn.to/4gZXnKL
Designing Machine Learning Systems: https://amzn.to/47bDTPW
Practical MLOps: https://amzn.to/3KI6G5T
HelloInterview: https://www.hellointerview.com/learn/ml-system-design/problem-breakdowns/harmful-content
Machine Learning System Design Interview: https://amzn.to/4nBq82T
Machine Learning Interviews Online Book: https://huyenchip.com/machine-learning-systems-design/exercises.html#exercises-rWl8SQW
Airbnb Tech Blog ML Articles: https://medium.com/airbnb-engineering/tagged/machine-learning
Netflix Tech Blog: https://netflixtechblog.com/
Meta ML Engineering Blog: https://engineering.fb.com/
Lyft Engineering Blog: https://eng.lyft.com/
TIMESTAMPS
0:00 Intro
0:48 General framework
6:48 What to learn
12:44 ML system design interviews
15:41 How to prepare for interviews
DISCLAIMERS & DISCLOSURES
This content is for educational and entertainment purposes and does not constitute professional advice. Opinions are my own. Some links are affiliate links that support the channel at no extra cost to you.
Thanks to Datacamp for sponsoring this video!
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