Ali Aminian’s book is worth the investment if you are serious about FAANG+ ML roles. It is concise, practical, and interview-focused. – they are often outdated, contain OCR errors that break diagrams, and deprive a solo author of fair compensation. Many tech professionals have successfully passed ML system design interviews using only the free resources above plus a focused study group.
ML is a rapidly evolving field. Pirated PDFs are often outdated versions that lack the latest industry standards on LLMs (Large Language Models) or Vector Databases. Ali Aminian’s book is worth the investment if