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 Computations  


  
Bayesian Computation with R (Use R)
Jim Albert

Springer, 2008

more practicality added to Bayesian inference
Jim Albert is a great teacher and an excellent writer. The R language is becoming one of the most used languages by statistical researchers. This is because it has many similarities to S and can be used freely, Jim makes R easy to learn for statisticians in this ...
  
  











  



  
Art of Computer Programming, Volume 1: Fundamental Algorithms (3rd Edition) (Art of Computer Programming ...
Donald E. Knuth

Addison-Wesley Professional, 1997

Vol 1 is the most important in the series and is a must for CS students
All three volumes of The Art of Computer Programming (TAOCP), are classic. Each is a book that every CS student should try to study diligently reimplementing example after example. Not many will succeed to finish even a half of one volume, but if you do please buy all ...
  
  











  



  
Matrix Computations (Johns Hopkins Studies in Mathematical Sciences)(3rd Edition)
Gene H. Golub, Charles F. Van Loan

The Johns Hopkins University Press, 1996

The bible of numerical linear algebra
This book is the standard reference for all numerical linear algebra. It is a graduate-level applied math textbook written by practicing professionals for practicing professionals. If you are new to the topic you would probably prefer something like James Demmel's ...
  
  











  



  
Getting Started with MATLAB 7: A Quick Introduction for Scientists and Engineers (The Oxford Series in ...
Rudra Pratap

Oxford University Press, USA, 2005

The BEST first MATLAB book for scientists and engineers
This book is a true joy to read. It is well-organized, well-written, and provides the most clearly illustrated (through examples and figures) introduction to MATLAB I have found. More importantly, it is specifically geared to scientists and engineers e.g. those ...
  
  











  



  
Cryptanalysis
Helen F. Gaines

Dover Publications, 1989

Best Book for Manual Ciphers
As a former codebreaker with the ASA/NSA during the VN war, I often found it helpful to have a copy of Helen's book handy, and spent many enjoyable hours solving the sample ciphers provided. This valuable book not only describes many historically significant ...
  
  











  



  
Introduction to the Theory of Computation, Second Edition
Michael Sipser

Course Technology, 2005

Running out of superlatives to describe this book
This book has unbelievably clear explanations. Actually it is so good that it makes the lecturer superfluous. For years I felt I did not really understand the proof of the Cook Levin theorem. Sure, I had Garey and Johnson, and I more or less could follow the proof, but ...
  
  











  



  
Discrete Mathematics with Applications
Susanna S. Epp

Brooks Cole, 2003

Before you buy
Hello all, Just like many reviewers, I give this book 5 stars, why? First of all I am a senior majoring CSE and I hate all college text books. This book is an exception. The first three chapters is introduction to logics nothing much. From chapter four on the good ...
  
  











  



  
Pattern Classification (2nd Edition)
Richard O. Duda, Peter E. Hart, ...

Wiley-Interscience, 2000

excellent revision of a classical text on statistical pattern recognition
The 1973 book by Duda and Hart was a classic. It surveyed the literature on pattern classification and scene analysis and provided the practitioner with wonderful insight and exposition of the subject. In the intervening 28 years the field has exploded and there has ...
  
  











  



  
Numerical Recipes 3rd Edition: The Art of Scientific Computing
William H. Press, Saul A. Teukolsky, ...

Cambridge University Press, 2007

Essential book on scientific computing
Fifteen years after its previous edition, this peerless book on scientific computing has been upgraded with some very welcome changes. Not only have some advances in scientific computing been incorporated, the explanations are even clearer and more detailed than ...
  
  











  



  
The Algorithm Design Manual
Steven S. Skiena

Springer, 2008

Accessible Guide to Algorithm Design
For those computer science students and programmers who are put off by the style of "Introduction to Algorithms" by Cormen et al., this book is a good alternative. Rather than just being a catalog of algorithms with code and little explanation, this book covers a much ...
  
  











  



  
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Ethem Alpaydin

The MIT Press, 2004

Great Machine Learning Overview Book
I have a little knowledge about some areas of Machine Learning; I have found this book to be a very useful reference for the areas that I am not familiar with. Explanations are very clear with a very nice examples and illustrations; author also provides good ...
  
  











  



  
Programming the Cell Processor: For Games, Graphics, and Computation
Matthew Scarpino

Prentice Hall PTR, 2008

Great First Look into the Cell Processor
Though the book is great for those wanting to understand the Cell processor, it is not for beginners. As a game design student with some programming skill, I clearly do not follow my own advice. This minor detail, though, will not keep me from telling others of Mr. ...
  
  











  



  
The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation
Gary William Flake

The MIT Press, 2000

Real "How Nature Works". Already is "Legend in the Making."
I recently became interested a lot in Nature. Especially, being someone in the field of Computer Science, the computational aspect. And this book is by far one of my favourite among all the "How Nature Works" kind of books I've read. This Computational Beauty of Nature ...
  
  











  



  
Introductory Combinatorics (4th Edition)
Richard A. Brualdi

Prentice Hall, 2004

Satisfied Customer
The book I ordered came in an extremely timely manner, and was in the condition specified when I bought it.
  
  











  



  
Computers and Intractability: A Guide to the Theory of NP-Completeness (Series of Books in the Mathematical ...
M. R. Garey, D. S. Johnson

W. H. Freeman, 1979

A Beautiful Book on a Beautiful Subject
This is among the most eloquently written books that I have ever read in my life. Highly recommended.
  
  











  



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