: Techniques for creating features that remain robust over time. 2. The Full ML Lifecycle
: Chapters dedicated to the human side of ML, including user experience, ethics, and building fair systems. Book Specifications Design a machine learning system - Chip Huyen Designing Machine Learning Systems By Chip Huyen Pdf
Systems must be designed to evolve as real-world data distributions inevitably shift, a phenomenon known as "model drift". The Iterative Development Lifecycle : Techniques for creating features that remain robust