Machine Learning System Design Interview Ali Aminian Pdf Free [work] Official

Choose a loss function that aligns with your business goal (e.g., Cross-Entropy for classification). 4. Evaluation and Validation How do you know your model works?

Discuss categorical vs. numerical features, embeddings, and how to handle missing values. Choose a loss function that aligns with your

Latency requirements (online vs. offline), data privacy (GDPR), and throughput. data privacy (GDPR)