> For instance, there is no decent textbook on modern machine learning. Prior to 2014 they were great.
Do you mean books on theory or on language-specific libraries? Either way I can think of many examples. Also, the pre-2014 books are still very relevant - it's only deep learning that has seen significant developments since then.