Programming Collective Intelligence" by Toby Segaran (JNNC Technologies)

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This is more of a practical field guide for implementing machine learning rather than an introduction to machine learning. In this book, you'll learn about how to create algorithms in machine learning to gather data useful to specific projects. It teaches readers how to create programs to access data from websites, collect data from applications, and figure out what that data means once you've collected it.

"Programming Collective Intelligence" also showcases filtering techniques, methods to detect groups or patterns, search engine algorithms, ways to make predictions, and more. Each chapter includes exercises to display the lessons in the application.