Here are some key takeaways from the book:
Moving beyond simple train/test splits, the book explores offline evaluation versus online evaluation. It explains why a model that looks perfect in a notebook might fail catastrophically in production due to data drift or feedback loops. Designing Machine Learning Systems By Chip Huyen Pdf