The main thing Data Science forgot is that understanding the data and the goals for the data are essential. In doing so, they fundamentally forgot their roots when it comes to Operations Research and Statistics which have a fundamental rule each:

Operations Research - Answering the why before the what or how.

Statistics - Form a null hypothesis and... See more