Think Java: How to Think Like a Computer Scientist by Allen B. Downey, Chris Mayfield (Paperback, 2016)

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Currently used at many colleges, universities, and high schools, this hands-on introduction to computer science is ideal for people with little or no programming experience. Authors Allen Downey and Chris Mayfield start with the most basic concepts and gradually move into topics that are more complex, such as recursion and object-oriented programming.