Quite a lot of the Machine Learning material and courses online have a great deal of assumed knowledge about the subject and/or higher level mathematics. This book is a gentle and approachable introduction to the topic, that explains the fundamentals and gets you up and running in Python. If you've studied this topic in more than passing, then this isn't the book for you, but if (like me) you are an interested layperson, or need Machine Learning in your job or studies I would definitely recommend it.
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