One of the most popular and highly recommended resources for preparing for ML system design interviews is "Machine Learning System Design Interview" by Chip Huyen. This book provides an exhaustive collection of ML system design interview questions, along with detailed solutions and explanations.
Cracking the ML system design interview is a different beast than standard SWE system design. You need to think about data drift, model serving, feature stores, and trade-offs between batch vs. real-time inference. machine learning system design interview book pdf exclusive
by Ali Aminian and Alex Xu, and it’s a game-changer for anyone targeting ML roles at big tech companies. One of the most popular and highly recommended
How do you narrow down millions of items to 100 in milliseconds? 6. Monitoring & Maintenance machine learning system design interview book pdf exclusive