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Programming Collective Intelligence: Building Smart Web 2.0 Applications

 : Programming Collective Intelligence: Building Smart Web 2.0 Applications
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Programming Collective Intelligence: Building Smart Web 2.0 Applications
by: Toby Segaran

List Price: $39.99
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Binding: Paperback
Dewey Decimal Number: 006.76
EAN: 9780596529321
Edition: 1
ISBN: 0596529325
Label: O'Reilly Media
Manufacturer: O'Reilly Media
Number Of Items: 1
Number Of Pages: 368
Publication Date: August 16, 2007
Publisher: O'Reilly Media
Studio: O'Reilly Media
Features:
  • ISBN13: 9780596529321
  • Condition: New
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Customer Reviews
Average Rating:  out of 5 stars

Rating: 5 out of 5 stars - Excellent Resource, Clear and Concise
Excellent resource for beginners and experts alike. I was impressed with the organization and the concise explanations that nonetheless explained what you need to know to understand the methods in practical statistical programming being used today. The fact that all examples are given in working code ensures that everything you need to start programming your own applications is provided for you.

The only minor fault in my mind is that it could have been easier to explain some of the hairier concepts with mathematical formulas (which the author avoids, for legitimate reason) in an appendix. An appendix is provided with seemingly similar purpose, but is underdeveloped. This is a minor issue, as all concepts can be supplemented with a simple web search.



Rating: 5 out of 5 stars - Great sample code in Python
A fun, fast read. Good depth, but still concise. The code is well written, broadly applicable, and easy to modify. This book is the opposite of A New Kind of Science.



Rating: 5 out of 5 stars - Bold New Writing plus best O'reilly book ever
This book is spectacular, I love the way that the Author approaches a "new middle" ground of writing books. That is a book that is somewhere in between pure theory, and pure practice. That observation and follow through is simply genius. Python is an excellent choice for this as it can be easy to read. I had to study Python a little before I could totally digest the code. The book is around 300 pages but it is very dense, if someone else wrote it, it would be 600 pages.
Most O'reilly books are boring, useless documentation that you could find on the internet. This book is full of useful examples, showing you how to use "real" data, even how to get the "real" data. For that reason if you are not fond of O'reilly books, don't worry this one is different.

The downside: this book has over 1000 proposed errors and not 1 accepted errors on the O'reilly web site. Some of the code simply does not work as it's written in the book. You can download the code examples but even those do not work 100%. Check the O'reilly site to get the latest code updates. Also the book was published in 2007 and the internet has changed since then so the API's are a little out of date. By not updating this book they are doing the community and they author a huge disservice.



Rating: 4 out of 5 stars - Intuitive and motivating book
I am not completely finished reading it but I already think it's a great introductory book which is strongly committed with transmitting intuition and comprehension of its material (machine learning) usually hard for regular people. It focuses mainly on implementation and application but some general coverage of the underlying theory is done to motivate inexpert readers. Examples are taken from the Web domain so this text can be very useful for people interested in combining BI and AI, among others. Personally, I approve using Python, which is not (yet) my favorite language, I consider it actually as a plus because it complements very well author's intention of simplicity which is all over behind the book design. This book seems to me like an excellent old school teacher among those ones who really take the right timing and words for carefully explaining you something probably difficult in an easy way so that you really will want to learn more about it.



Rating: 5 out of 5 stars - Collective Intelligence, Smart Stuff
This book provides good coverage of areas essential to modern web sites. Some complex topics are covered in a manner that anyone can understand. I used this book to suppliment my college material and it helped me understand Gentic Algorithms, Path Finding and other algorithms by giving practicle examples of their use. A must have for any software professional.


 
 
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