: Plan for model drift and retraining . Summary : Summarize the trade-offs and future improvements. Popular Case Studies
A successful ML system design interview relies on a repeatable framework. While traditional system design focuses on scalability and availability, ML design requires a unique 7-step approach to handle data-centric complexities: : Plan for model drift and retraining
Alex Xu’s resources cover high-impact real-world scenarios that are frequently tested in interviews: : Plan for model drift and retraining
: Select appropriate algorithms and evaluation metrics (offline vs. online). : Plan for model drift and retraining