Books about Machine from Amazon.com

NOW IN PAPERBACK-FROM THE AUTHOR OF MARSBOUND

Grad- school dropout Matt Fuller is toiling as a lowly research assistant at MIT when he inadvertently creates a time machine With a dead-end job and a girlfriend who left him for another man, Matt has nothing to lose in taking a time-machine trip himself—or so he thinks..
Price: $4.19 [Notify me when price goes down.]

Artificial Intelligence: A Modern Approach introduces basic ideas in artificial intelligence from the perspective of building intelligent agents, which the authors define as "anything that can be viewed as perceiving its environment through sensors and acting upon the environment through effectors." This textbook is up-to-date and is organized using the latest principles of good textbook design. It includes historical notes at the end of every chapter, exercises, margin notes, a bibliography, and a competent index. Artificial Intelligence: A Modern Approach covers a wide array of material, including first-order logic, game playing, knowledge representation, planning, and reinforcement learning..
Price: $83.16 [Notify me when price goes down.]

The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important developments in the underlying algorithms and techniques. For example, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic techniques. The practical applicability of Bayesian methods has been greatly enhanced by the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation, while new models based on kernels have had a significant impact on both algorithms and applications.

This completely new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. Extensive support is provided for course instructors, including more than 400 exercises, graded according to difficulty. Example solutions for a subset of the exercises are available from the book web site, while solutions for the remainder can be obtained by instructors from the publisher. The book is supported by a great deal of additional material, and the reader is encouraged to visit the book web site for the latest information.

Coming soon:

*For students, worked solutions to a subset of exercises available on a public web site (for exercises marked "www" in the text)

*For instructors, worked solutions to remaining exercises from the Springer web site

*Lecture slides to accompany each chapter

*Data sets available for download

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Price: $63.68 [Notify me when price goes down.]

Doing homework becomes a thing of the past!

Meet the D Squad, a foursome of fifth graders at the Grand Canyon School made up of a geek, a class clown, a teacher's pet, and a slacker They are bound together by one very big secret: the homework machine. Because the machine, code-named Belch, is doing their homework for them, they start spending a lot of time together, attracting a lot of attention. And attention is exactly what you don't want when you are keeping a secret.

Before long, things start to get out of control, and Belch becomes much more powerful than they ever imagined. Now the kids are in a race against their own creation, and the loser could end up in jail...or worse!.
Price: $2.28 [Notify me when price goes down.]

Thin-but-fit supermodels like Amber Valletta and Shalom Harlow and actresses like Ally McBeal's Courtney Thorne-Smith and Liv Tyler swear by Pilates workouts to keep their figures toned and flexible. The Pilates Body is the latest in a string of books dedicated to this fitness program, which is now soaring in popularity nearly 100 years after it was first developed by Joseph Pilates in Germany in the early 1900s. While today's Pilates studios take advantage of patented and intimidating-looking equipment that costs thousands of dollars (and therefore charge accordingly for private sessions), each exercise in The Pilates Body can be performed with just an exercise mat. While all parts of the body are used in the exercises, the focus is on the abdominals, or "powerhouse," which support the back; this makes Pilates an ideal exercise for those with back problems--or those hoping to prevent them.

Author Brooke Siler, who trained with Romana Kryzanowska, the oldest living protégé of Joseph Pilates, organizes her book impeccably. After discussing proper alignment and ways to modify the exercises for those with neck, knee, or lower back pain, she jumps right into the 60-plus exercises, which are divided into beginner, intermediate, and advanced levels. What differentiates Siler's book from the other Pilates titles is that she includes a disclaimer about the models: "The models in this book have been training in the Pilates method for years. Although their bodies may seem to represent an unrealistic ideal for many, they have worked hard to achieve their fitness goals. I hope in earnest that they do not intimidate but inspire." Also, each exercise is given a two-page spread of its own, and is accompanied by clear photographs and helpful graphics. For example, for the "inner-thigh lifts," there's an illustration suggesting that you imagine a stack of books on the lifting leg to help you increase resistance. Each exercise also includes what Siler calls "The Inside Scoop," or tips she's learned from training hundreds of clients. These include the main goal of the exercise; simple modifications for beginners; important keys to remember while doing the move; and no-nos to prevent injury. While it's important to concentrate and get the technique of each exercise down, Siler's book is perfect for anyone looking for a simple exercise program that promises results, requires a minimum of time, and can be done at home or while traveling. --Erica Jorgensen.
Price: $5.95 [Notify me when price goes down.]

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 programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it. Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains: Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in adataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details." -- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths." -- Tim Wolters, CTO, Collective Intellect.
Price: $22.85 [Notify me when price goes down.]

Chet Holmes helps his clients blow away both the competition and their own expectations And his advice starts with one simple concept: focus! Instead of trying to master four thousand strategies to improve your business, zero in on the few essential skill areas that make the big difference.

The Ultimate Sales Machine shows you how to tune up and soup up virtually every part of your business by spending just an hour per week on each impact area you want to improve—sales, marketing, management, and more..
Price: $8.81 [Notify me when price goes down.]

The story that launched Wells's successful career-the classic tale of the Time Traveler and the extraordinary world he discovers in the far distant future. A haunting portrayal of Darwin's evolutionary theory carried to a terrible conclusion..
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