This web content provides a comprehensive guide for machine learning interview preparation, drawing on the author’s personal experience interviewing at top companies. The author offers insights as both a candidate and interviewer, sharing tips on the interview process, types of questions asked, and how to prepare effectively. The book includes over 200 knowledge questions of varying difficulty levels, as well as practical challenges to test problem-solving skills. Additionally, the content highlights the importance of understanding machine learning systems design, which is a challenging aspect of many interviews. Overall, the book serves as a valuable resource for candidates and hiring managers alike, offering a unique perspective on the hiring process.
https://huyenchip.com/ml-interviews-book/