Reddit reviews Machine Learning: The New AI (MIT Press Essential Knowledge series)
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Machine Learning The New AI The MIT Press Essential Knowledge series
Machine Learning: The New AI by Ethem Alpaydin is a non-technical introduction that gives a very high level overview of ML algorithms. You can skip the first part of the book which seems to be for people who don't know what computers and data are.