I have been reading Géron’s Hands-On Machine Learning with Scikit-Learn & TensorFlow. The title says it all. It is a good review on ML topics but above all it is very practical and shows with real examples how to implement ML solutions, from the traditional to the deep learning sort. It is rather thin on theory but that is fine as we have seen other books that tackle that very well already but leave practicalities outside.