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Bayesian Computation with R (Use R)

Jim Albert

Bayesian Computation with R (Use R) Jim Albert Amazon Price: $40.46
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Subjects -> Computers & Internet -> Computer Science -> Modeling & Simulation

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Total reviews: 4 Average rating: 4.0 of 5

Editorial Review:

There has been a dramatic growth in the development and application of Bayesian inferential methods. Some of this growth is due to the availability of powerful simulation-based algorithms to summarize posterior distributions. There has been also a growing interest in the use of the system R for statistical analyses. R's open source nature, free availability, and large number of contributor packages have made R the software of choice for many statisticians in education and industry.

Bayesian Computation with R introduces Bayesian modeling by the use of computation using the R language. The early chapters present the basic tenets of Bayesian thinking by use of familiar one and two-parameter inferential problems. Bayesian computational methods such as Laplace's method, rejection sampling, and the SIR algorithm are illustrated in the context of a random effects model. The construction and implementation of Markov Chain Monte Carlo (MCMC) methods is introduced. These simulation-based algorithms are implemented for a variety of Bayesian applications such as normal and binary response regression, hierarchical modeling, order-restricted inference, and robust modeling. Algorithms written in R are used to develop Bayesian tests and assess Bayesian models by use of the posterior predictive distribution. The use of R to interface with WinBUGS, a popular MCMC computing language, is described with several illustrative examples.

This book is a suitable companion book for an introductory course on Bayesian methods. Also the book is valuable to the statistical practitioner who wishes to learn more about the R language and Bayesian methodology. The LearnBayes package, written by the author and available from the CRAN website, contains all of the R functions described in the book.

Oracle PL/SQL Programming, 4th Edition

Steven Feuerstein, Bill Pribyl

Oracle PL/SQL Programming, 4th Edition Steven Feuerstein, Bill Pribyl Amazon Price: $40.92
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Customer Reviews:
Total reviews: 87 Average rating: 4.0 of 5

Editorial Review:

For the past ten years, O'Reilly's "Oracle PL/SQL Programming" has been the bestselling book on PL/SQL, Oracle's powerful procedural language. Packed with examples and helpful recommendations, the book has helped everyone--from novices to experienced developers, and from Oracle Forms developers to database administrators--make the most of PL/SQL.

The fourth edition is a comprehensive update, adding significant new content and extending coverage to include the very latest Oracle version, Oracle Database 10"g" Release 2. It describes such new features as the PL/SQL optimizing compiler, conditional compilation, compile-time warnings, regular expressions, set operators for nested tables, nonsequential collections in FORALL, the programmer-defined quoting mechanism, the ability to backtrace an exception to a line number, a variety of new built-in packages, and support for IEEE 754 compliant floating-point numbers.

The new edition adds brand-new chapters on security (including encryption, row-level security, fine-grained auditing, and application contexts), file, email, and web I/O (including the built-in packages DBMS_OUTPUT, UTL_FILE, UTL_MAIL, UTL_SMTP, and UTL_HTTP) and globalization and localization.

Co-authored by the world's foremost PL/SQL authority, Steven Feuerstein, this classic reference provides language syntax, best practices, and extensive code, ranging from simple examples to complete applications--making it a must-have on your road to PL/SQL mastery. A companion web site contains many more examples and additional technical content for enhanced learning.

C# in Depth: What you need to master C# 2 and 3

Jon Skeet

C# in Depth: What you need to master C# 2 and 3 Jon Skeet Amazon Price: $29.69
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Customer Reviews:
Total reviews: 21 Average rating: 5.0 of 5

Editorial Review:

C# in Depth is a completely new book designed to propel existing C# developers to a higher level of programming skill. One simple principle drives this book: explore a few things deeply rather than offer a shallow view of the whole C# landscape. If you often find yourself wanting just a little more at the end of a typical chapter, this is the book for you.

Expert author Jon Skeet dives into the C# language, plumbing new C# 2 and 3 features and probing the core C# language concepts that drive them. This unique book puts the new features into context of how C# has evolved without a lengthy rehearsal of the full C# language.

C# in Depth briefly examines the history of C# and the .NET framework and reviews a few often-misunderstood C# 1 concepts that are very important as the foundation for fully exploiting C# 2 and 3. Because the book addresses C# 1 with a light touch, existing C# developers don't need to pick through the book in order to find new material to enhance their skills.

This book focuses on the C# 2 and 3 versions of the language, but clearly explains where features are supported by changes in the runtime (CLR) or use new framework classes. Each feature gets a thorough explanation, along with a look on how you'd use it in real life applications.

C# in Depth is both a vehicle for learning C# 2 and 3 and a reference work. Although the coverage is in-depth, the text is always accessible: You'll explore pitfalls that can trip you up, but you'll skip over gnarly details best left to the language specification. The overall effect is that readers become not just proficient in C# 2 and 3, but comfortable that they truly understand the language.

Artificial Intelligence: A Modern Approach (2nd Edition) (Prentice Hall Series in Artificial Intelligence)

Stuart Russell, Peter Norvig

Artificial Intelligence: A Modern Approach (2nd Edition) (Prentice Hall Series in Artificial Intelligence) Stuart Russell, Peter Norvig Amazon Price: $98.40
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Customer Reviews:
Total reviews: 81 Average rating: 4.0 of 5

Superficial, not clear, not a good choice 1 out of 5 stars.
3 of 5 people found this review helpful.

I'm currently teaching AI. Since it's the standard textbook for AI courses, I decided to use Russel&Norvig's book, and I am really disappointed.

The book is too superficial, trying to cover too much, and their notation and explanations are not always clear. For example, try to understand the Viterbi algorithm for HMMs. It's perfectly clear if you read an introductory article, but this book gives a very confusing idea of how it works. In several other parts of the book the same thing happens.
More often than not I have given other texts to my students.

I do not think using "one big book" is the right approach for teaching AI, because "AI" is too large. If you are teaching undergrad students in a "BS in AI" then you should use specific and in-depth books for each course: knowledge representation, vision, uncertainty, etc.
But if you are (as I am) teaching a short AI course in a Computer Science context, then I think you should probably pick very few subjects and treat them *in depth* -- otherwise your students will have no benefit in taking your course (whatever you tell them in that short time, they could learn by other means).

Editorial Review:

The long-anticipated revision of this best-selling book offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems. Practical Planning. Planning and Acting. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions. Learning from Observations. Learning with Neural Networks. Reinforcement Learning. Knowledge in Learning. Agents that Communicate. Practical Communication in English. Perception. Robotics. For those interested in artificial intelligence.

CLR via C#, Second Edition (Pro Developer)

Jeffrey Richter

CLR via C#, Second Edition (Pro Developer) Jeffrey Richter Amazon Price: $37.79
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By: Microsoft Press
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Customer Reviews:
Total reviews: 42 Average rating: 5.0 of 5

Introductory to itermediate material 3 out of 5 stars.
4 of 11 people found this review helpful.

The book is oriented toward experienced programmers. It provides an introduction to the CLR and describes some intermediate topics in detail. Advanced topics are mentioned, but the coverage of advanced topics (such as CLR hosting) is shallow.

If you are an experienced programmer who is new to the CLR and C#, this is a great text. If you already understand the CLR and are looking for more information about advanced techniques, this book is probably not for you.

Editorial Review:

In this new edition of Jeffrey Richter’s popular APPLIED MICROSOFT .NET FRAMEWORK PROGRAMMING, you get focused, pragmatic guidance on how to exploit the common language runtime (CLR) functionality in .NET Framework 2.0 for applications of all types—from Web Forms, Windows® Forms, and Web services to solutions for Microsoft SQL Server™, Microsoft code names "Avalon" and "Indigo", consoles, NT Service, and more. Targeted to advanced developers and software designers, this book takes you under the covers of .NET for an in-depth understanding of its structure, functions, and operational components, demonstrating the most practical ways to apply this knowledge to your own development efforts. You’ll master fundamental design tenets for .NET, and get hands-on insights for creating high-performance applications more easily and efficiently. The book features extensive code examples in Microsoft Visual C#® 2005.

More Joel on Software: Further Thoughts on Diverse and Occasionally Related Matters That Will Prove of Interest to Software Developers, Designers, and ... Luck, Work with Them in Some Capacity (Pro)

Joel Spolsky

More Joel on Software: Further Thoughts on  Diverse and Occasionally Related Matters That Will Prove of Interest to Software Developers, Designers, and ... Luck, Work with Them in Some Capacity (Pro) Joel Spolsky Amazon Price: $16.49
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Subjects -> Computers & Internet -> Programming -> Software Design, Testing & Engineering -> Software Development

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Total reviews: 6 Average rating: 4.0 of 5

Editorial Review:

Joel, Apress, Blogs, and Blooks

…I was learning the hard way about how to be a publisher and probably spending way too much time looking at web sites and programming than I should have in response to that. Anyway, one day I came across this web site called Joel on Software, which was run by a guy with strong opinions and an unusual, clever writing style, along with a willingness to take on the conventional wisdom. In particular, he was writing this ongoing series about how bad most user interfaces were—mostly because programmers by and large knew, as Joel and I would say, using the same Yiddish–derived NYC vernacular that we both share, “bupkis” about what users really want. And I, like many, was hooked both by the series and the occasional random essay that Joel wrote. And then I had this epiphany: I'm a publisher, I like reading his stuff, why not turn it into a book?…

Read the complete Foreword

— Gary Cornell, Cofounder, Apress

Since the release of the bestselling title Joel on Software in 2004, requests for a sequel have been relentless. So, we went back to the famed JoelonSoftware.com archives and pulled out a new batch of favorites, many of which have been downloaded over one million times. With Joel’s newest book, More Joel on Software, you’ll get an even better (not to mention updated) feast of Joel’s opinions and impressions on software development, software design, running a software business, and so much more.

This is a new selection of essays from the author’s web site, http://www.joelonsoftware.com.

Joel Spolsky started his web log in March 2000 in order to offer his insights, based on years of experience, on how to improve the world of programming. This web log has become infamous among the programming world, and is linked to more than 600 other web sites and translated into 30+ languages!

Spolsky’s extraordinary writing skills, technical knowledge, and caustic wit have made him a programming guru. With the success of Joel on Software, there has been a strong demand for additional gems and advice, and this book is the answer to those requests.

Containing a collection of all–new articles from the original, More Joel on Software has even more of an edge than the original, and the tips for running a business or managing people have far broader application than the software industry. We feel it is safe to say that this is the most useful book you will buy this year.

What you’ll learn

  • The best approaches to managing and hiring extraordinary people
  • Advice for those interested in the software industry as a career and for managers who want to get them
  • Joel’s unique impressions of how to create products and design—good and bad
  • An “in the trenches” look at how to start and run an effective software business (or any business for that matter)
  • A true sense of what it takes to create a differentiated, unique, motivated organization

Who is this book for?

Anyone interested in the software business will truly enjoy this book, but in particular this should be required reading for managers of technical businesses.

Core Java, Vol. 2: Advanced Features, 8th Edition

Cay S. Horstmann, Gary Cornell

Core Java, Vol. 2: Advanced Features, 8th Edition Cay S. Horstmann, Gary Cornell Amazon Price: $34.64
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Customer Reviews:
Total reviews: 4 Average rating: 4.0 of 5

Editorial Review:

The revised edition of the classic Core Java™, Volume II–Advanced Features, covers advanced user-interface programming and the enterprise features of the Java SE 6 platform. Like Volume I (which covers the core language and library features), this volume has been updated for Java SE 6 and new coverage is highlighted throughout. All sample programs have been carefully crafted to illustrate the latest programming techniques, displaying best-practices solutions to the types of real-world problems professional developers encounter.

 

Volume II includes new sections on the StAX API, JDBC 4, compiler API, scripting framework, splash screen and tray APIs, and many other Java SE 6 enhancements. In this book, the authors focus on the more advanced features of the Java language, including complete coverage of 

  • Streams and Files
  • Networking
  • Database programming
  • XML
  • JNDI and LDAP
  • Internationalization
  • Advanced GUI components
  • Java 2D and advanced AWT
  • JavaBeans
  • Security
  • RMI and Web services
  • Collections
  • Annotations
  • Native methods

For thorough coverage of Java fundamentals–including interfaces and inner classes, GUI programming with Swing, exception handling, generics, collections, and concurrency–look for the eighth edition of Core Java™, Volume I–Fundamentals (ISBN: 978-0-13-235476-9).

Code: The Hidden Language of Computer Hardware and Software

Charles Petzold

Code: The Hidden Language of Computer Hardware and Software Charles Petzold Amazon Price: $12.23
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Customer Reviews:
Total reviews: 62 Average rating: 4.5 of 5

Best book I've read all year 5 out of 5 stars.
0 of 0 people found this review helpful.

I can't say enough good things about this book. I've recommended it to friends of mine coming from all levels of understanding. Few times have I been as enthusiastic about a book as I have about this one.

CODE is perfect except for the end. For 3/4 of the book, everything is meticulously and wonderfully detailed. However, in the last quarter, Petzold explicitly focuses on limiting his book to a certain number of pages and gives us a whirlwind tour through some really interesting topics. I'd like to see another 1 or 2 books explaining these to the same degree of detail as all of the early chapters.

Editorial Review:

What do flashlights, the British invasion, black cats, and seesaws have to do with computers? In CODE, they show us the ingenious ways we manipulate language and invent new ways to communicate with each other. And through CODE, we see how this ingenuity-and our very human compulsion to communicate-have driven the technological innovations of the past two centuries. Now in paperback edition, this critically praised book weaves an inventive and eminently comprehensible narrative for anyone who's ever wondered about the secret inner life of computers and other smart machines. The work of legendary computer book author Charles Petzold has influenced an entire generation of programmers. And with CODE, Microsoft Press is proud to share this gifted teacher and communicator with every reader interested in understanding today's world of PCs, digital media, and the Internet.

Ubuntu Kung Fu: Tips, Tricks, Hints, and Hacks

Keir Thomas

Ubuntu Kung Fu: Tips, Tricks, Hints, and Hacks Keir Thomas Amazon Price: $23.07
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Subjects -> Computers & Internet -> Operating Systems -> Linux -> General AAS

Customer Reviews:
Total reviews: 3 Average rating: 5.0 of 5

Editorial Review:

Ubuntu builds on a solid base of Debian Linux to create an award-winning operating system that's light-years ahead of its competitors. Ubuntu consistently tops lists of the most popular Linuxes amongst professionals and enthusiasts; Dell recently embraced Ubuntu in its product lines after a user survey indicated overwhelming public support.

Ubuntu Kung Fu provides hints, hacks, tweaks and tricks for every level of user. Guaranteed to be free of the usual dross that fills tips books, Ubuntu Kung Fu is written to be entertaining and, above all, readable. Its 300+ concise tips utilize and exploit hidden or lesser-known features to boost day-to-day productivity. You'll also find tips on tweaking Ubuntu, wrangling the system into shape, optimizing, enhancing security, and lots more. Learn what extraordinary things can be done with Ubuntu.

Written with the migrating Windows or Mac OS X user in mind, Ubuntu Kung Fu avoids the usual Linux/Unix folklore that can send most of us to sleep. The tips have one aim--to produce results as quickly as possible, in an environment where the reader can polish their skills as they read. This is the Linux book for the rest of us.

SQL For Dummies (Sql for Dummies)

Allen G. Taylor

SQL For Dummies (Sql for Dummies) Allen G. Taylor Amazon Price: $16.49
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Customer Reviews:
Total reviews: 30 Average rating: 3.0 of 5

We love it! 5 out of 5 stars.
2 of 5 people found this review helpful.

Hardcore DBAs have knocked this book, but I have coworkers who reference it daily and they are now very experienced and knowledgable of SQL.

exactly as the title describes... 4 out of 5 stars.
0 of 0 people found this review helpful.

0 to sql in just a few days. starts with basic relational database information and continues all the way up through advanced SQL functions. handy tear-out quick-reference card included.

Editorial Review:

See how SQL interfaces with today's environments


Start building and using relational databases with SQL's newest features

The database may be the twenty-first century filing cabinet, but building one is a little more complex than sliding drawers into a metal box. With this book to guide you through all the newest features of SQL, you'll soon be whipping up relational databases, using SQL with XML to power data-driven Web sites, and more!

Discover how to
* Use SQL in a client/server system
* Build a multitable relational database
* Construct nested and recursive queries
* Set up database security
* Use SQL within applications
* Map SQL to XML

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