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The Master Algorithm - Pedro Domingos
Lemuria
This is a wonderful introduction to a complicated subject - machine learning. As artificial intelligence is becoming a bigger and bigger part of our daily life, this book is at a level of detail that provides a lot of substance, while still making it approachable and ingestible for a non-practitioner.