I find the title to be linkbaity and misleading (quite disappointing for decorated computer scientists like Hopcroft and Kannan).
Based on the table of contents, a more accurate title would be "Modern Foundations of Theoretical Computer Science with an Eye Towards Machine Learning", and even that is given a disproportionately large weight on machine learning.