by donnemartin: While focused on general software system design, this is considered a "must-read" foundation for any technical design interview. It covers scalability, load balancing, and database sharding, which are critical for scaling ML systems.
: Based on Chip Huyen’s Stanford course, this is a deep dive into the engineering side of ML, covering data pipelines and monitoring. Machine Learning System Design Interview Pdf Github