However, a note of caution: Huyen’s work is under copyright by O’Reilly Media. While searching for a free is common, the ethical and legal routes (subscription services or purchasing) grant you access to updated code repositories and interactive examples.
Designing Machine Learning Systems is a book about humility in the face of complexity. It reminds practitioners that the most elegant mathematical solution is useless if the system surrounding it collapses. Designing Machine Learning Systems By Chip Huyen Pdf