Machine Learning (1 - 10)

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Programming Collective Intelligence: Building Smart Web 2.0 Applications
from O'Reilly Media
Price: $19.95

Customer Review:

It's great to have an accessible algorithms book that doesn't just cover sorting algorithms. This book shows how to implement basic algorithms for clustering, optimization, decision trees etc. For the most part the algorithms are developed from scratch, unlike e.g. in Manning's "Collective... more info

Customer Rating:
4.5 / 5.0

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Buy from: United Kingdom

Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
from Morgan Kaufmann
Price: $37.50

Customer Review:

This book provides a good overview of the uses and techniques of data mining, then drills steadily into more detail, allow the reader to determine what level of detail he is interested in learning. Practical application of the techniques via WEKA re-enforce the learning possible through the use of... more info

Customer Rating:
4.0 / 5.0

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
from Springer
Price: $61.85

Customer Review:

I originally bought this book for coverage of some topics about which I know nothing. But having had it for just a week, I have been more impressed with what I have learned about stuff that I thought I knew. The material in Chapter 7 is one of several cases in point. The discussion of cross... more info

Customer Rating:
4.0 / 5.0

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Symbolic knowledge and neural networks: Insertion refinement and extraction (Computer sciences technical report. University of Wisconsin-- Madison. Computer Sciences Dept)
from University of Wisconsin-Madison, Computer Sciences Dept
Price: $187.38

Customer Review:

This is absolutely a MUST READ by all Americans. F. A. Hayek could have been writing about the United States today as opposed to Germany and Europe of the 1940s. This is truly an inspired, prophetic message for all times and all peoples.

Customer Rating:
4.5 / 5.0

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Pattern Recognition and Machine Learning (Information Science and Statistics)
from Springer
Price: $52.78

Customer Review:

This is a great reference for machine learning. There are many figures and the treatment is clear and comprehensive.
To my knowledge, it is the best treatment available. It's not a perfect treatment, but at this stage in the field's development, there is no such thing. Very good for a 2001... more info

Customer Rating:
4.0 / 5.0

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Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation and Machine Learning)
from The MIT Press
Price: $76.00

Customer Review:

I have read this book in bits and pieces and find it extremely useful. Finally, we got a book that can be used in classroom settings. There are some typos (hence four stars) that will hopefully get fixed in the future editions. The book also has a lot of new insights to offer that can only be... more info

Customer Rating:
4.5 / 5.0

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Introduction to the Theory of Computation
from PWS Pub. Co.
Price: $65.00

Customer Review:

I ordered this book for a college course. It came in a timely fashion. Thank
you. I will order again from Amazon. I do not want to pay full price for a book
that is in almost perfect condition.

Customer Rating:
4.5 / 5.0

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Collective Intelligence in Action
from Manning Publications
Price: $22.46

Customer Review:

This book is more deserving of the "Collective Intelligence" title than O'Reilly's "Programming Collective Intelligence" as it's not just about algorithms, but discusses blogs, wikis etc, and shows how to do basic implementations of features such as tag clouds or finding related content in that... more info

Customer Rating:
4.5 / 5.0

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Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition (Prentice Hall Series in Artificial Intelligence)
from Prentice Hall
Price: $50.00

Customer Review:

The only problem I have with this book is that a bit verbose. I also wish that it would get a bit more into the mathematics of HHMs and provide better examples.
Hopefully the new Edition, has taken care of this short coming.

Customer Rating:
4.5 / 5.0

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Buy from: United Kingdom

10.

Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)
from Springer
Price: $33.99

Customer Review:

So what does the author, Bing Liu know about Web data mining to write the book "Web Data Mining - Exploring Hyperlinks, Contents, and Usage Data"[1] ? Fortunately the answer is "a lot!" This fact along with the title which had some cosine similarity with the names of my research lab and a graduate... more info

Customer Rating:
4.5 / 5.0

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