Not quite what you're looking for, but take a look at Deep Learning Interviews by Shlomo Kashani. If you want the cut and dry of interview questions on basic theory for statistical and deep learning methods, then this book is a great resource. https://arxiv.org/pdf/2201.00650.pdf#:~:text=Deep%20Learning%20Interviews%20is%20home,organized%20overview%20of%20the%20field