Book cover of Programming Collective Intelligence: Building Smart Web 2.0 Applications

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Want to tap the power behind search rankings, product recommendations, social bookmarking, and online matchmaking? This fascinating book demonstrates how you can build Web 2.0 applications to mine the enormous amount of data created by people on the Internet. With the sophisticated algorithms in this book, you can write smart…

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Why read it?

1 author picked Programming Collective Intelligence as one of their favorite books. Why do they recommend it?

Image of Yuxi (Hayden) Liu
Yuxi (Hayden) Liu
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This was my favorite book when I started my career. It talks about how information is processed, in an intelligent way, in the internet age. It acts as a tutorial to teach developers how to code our own ML programs, from online dating services, to document analyzer, and search engine. The author did an excellent job of explaining abstract ML algorithms with clear examples. His coding style in Python reads clearly, which makes the book more beginner-friendly.

Don’t get disappointed when you know this book is more than a decade old. It was a visionary book back in the day…

From Yuxi's list on machine learning for beginners.

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