This book is an excellent introduction to machine learning for beginners using real-world examples from the business world that people will actually be able to apply in their day-to-day jobs.
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This book's greatest value is in the down to earth, non-math centric approach to describing intuitive concepts in machine learning and how they would be practically applied in a business enterprise.
Machine learning by example!