It is designed as a reference for students in the physical sciences and engineering.

    It includes many new standards, new technologies and new vendor-specific terms.

    Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data.

    In this richly illustrated book, accessible examples are used to show how information theory can be understood in terms of everyday games like '20 Questions', and the simple MatLab programs provided give hands-on experience of information theory in action. Written in a tutorial style, with a comprehensive glossary, this text represents an ideal primer for novices who wish to become familiar with the basic principles of information theory.Download chapter 1 from http://jim-stone.staff.shef.ac.uk/Boo...

    Learn how easy it is to handle data as self-contained JSON-style documents, rather than as records in a relational database.Explore ways that document-oriented storage will work for your projectLearn how MongoDB’s schema-free data model handles documents, collections, and multiple databasesExecute basic write operations, and create complex queries to find data with any criteriaUse indexes, aggregation tools, and other advanced query techniquesLearn about monitoring, security and authentication, backup and repair, and moreSet up master-slave and automatic failover replication in MongoDBUse sharding to scale MongoDB horizontally, and learn how it impacts applicationsGet example applications written in Java, PHP, Python, and Ruby

    As well as lucid descriptions of all the topics and many worked examples, it contains over 800 exercises. New stand-alone chapters give a systematic account of the 'special functions' of physical science, cover an extended range of practical applications of complex variables, and give an introduction to quantum operators. Further tabulations, of relevance in statistics and numerical integration, have been added. In this edition, half of the exercises are provided with hints and answers and, in a separate manual available to both students and their teachers, complete worked solutions. The remaining exercises have no hints, answers or worked solutions and can be used for unaided homework; full solutions are available to instructors on a password-protected web site, www.cambridge.org/9780521679718.

    Displaying extraordinary creativity and programming virtuosity, Alexandrescu offers a cutting-edge approach to design that unites design patterns, generic programming, and C++, enabling programmers to achieve expressive, flexible, and highly reusable code. This book introduces the concept of generic components--reusable design templates that produce boilerplate code for compiler consumption--all within C++. Generic components enable an easier and more seamless transition from design to application code, generate code that better expresses the original design intention, and support the reuse of design structures with minimal recoding. The author describes the specific C++ techniques and features that are used in building generic components and goes on to implement industrial strength generic components for real-world applications. Recurring issues that C++ developers face in their day-to-day activity are discussed in depth and implemented in a generic way. These include: Policy-based design for flexibility Partial template specialization Typelists--powerful type manipulation structures Patterns such as Visitor, Singleton, Command, and Factories Multi-method engines For each generic component, the book presents the fundamental problems and design options, and finally implements a generic solution.

    Boylestad and Nashelsky offer students a complete and comprehensive survey, focusing on all the essentials they will need to succeed on the job. This very readable presentation is supported by strong pedagogy and content that is ideal for new students of this rapidly changing field. Its colorful, student-friendly layout boasts a large number of stunning photographs. A broad range of ancillary materials is available for instructor support.

    The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence. *NEW-Nontechnical learning material-Accompanies each part of the book. *NEW-The Internet as a sample application for intelligent systems-Added in several places including logical agents, planning, and natural language. *NEW-Increased coverage of material - Includes expanded coverage of: default reasoning and truth maintenance systems, including multi-agent/distributed AI and game theory; probabilistic approaches to learning including EM; more detailed descriptions of probabilistic inference algorithms. *NEW-Updated and expanded exercises-75% of the exercises are revised, with 100 new exercises. *NEW-On-line Java software. *Makes it easy for students to do projects on the web using intelligent agents. *A unified, agent-based approach to AI-Organizes the material around the task of building intelligent agents. *Comprehensive, up-to-date coverage-Includes a unified view of the field organized around the rational decision making pa

    From shopping for a first electric guitar to setting customized action, this do-it-yourself player's primer for owning and maintaining an electric guitar explains the ins and outs of: choosing the right guitar; cleaning, tools and basic maintenance; personalizing and improving on a "factory setup"; trouble-shooting; basic guitar electronics; setups of the pros; and much more. Written by Dan Erlewine, author of the bestselling Guitar Player Repair Guide and the popular "Repairs" column in Guitar Player magazine, this book also includes a plastic sheet with specialized guitar tools you can snap-out!

    Allowing you to combine the various elements that make up your writing project, from outlines to research to note, Scrivener helped author Nicole Dionisio write two novels in a single year. Our manual outlines how to use Scrivener to make your writing better, and is useful for writers of all stripes – which includes you. It is 48 hours before your dissertation is due and, despite the chaos, you are trying to complete the final edits, because it’s the only choice you have.There is one problem — and it isn’t the pile of unclean dishes housing sea-green mold and chatty-vermin that has become your sink — it is your computer and it is time. You should be going faster then this, you put your blood-shot pounding head in your hands and groan, “Why am I going so slow? This computer is brand new... what is the problem?”It isn’t your computer’s specs. It is your writing process. It is because you have not yet started using Scrivener.It is opening up a new webpage or PDF every 15 minutes to fact-check research. It is switching back and forth be- tween this research, your outline, your bibliography, and your draft. It is waiting for your files to load, bouncing be- tween them, and getting lost in the quantity of windows on your computer screen or document.Scrivener has two key features: it loads all documents at once and it has many visual organizational tools. Scrivener has optimum productivity, thus it gives writers more time to actually write and accomplish their goals.This manual outlines: -Planning your manuscript-Importing existing documents into Scrivener-Collecting your notes-Organizing files and documents within Scrivener-Keeping track of your characters for fiction writing-Bringing it all together and writing your manuscript-The editing process, including sharing with beta readers.-Publishing your masterpiece online

    

    Why is this open-source tool so popular? Because it automates a tedious task: persisting your Java objects to a relational database. The inevitable mismatch between your object-oriented code and the relational database requires you to write code that maps one to the other. This code is often complex, tedious and costly to develop. Hibernate does the mapping for you.Not only that, Hibernate makes it easy. Positioned as a layer between your application and your database, Hibernate takes care of loading and saving of objects. Hibernate applications are cheaper, more portable, and more resilient to change. And they perform better than anything you are likely to develop yourself."Hibernate in Action" carefully explains the concepts you need, then gets you going. It builds on a single example to show you how to use Hibernate in practice, how to deal with concurrency and transactions, how to efficiently retrieve objects and use caching.The authors created Hibernate and they field questions from the Hibernate community every day-they know how to make Hibernate sing. Knowledge and insight seep out of every pore of this book."What's Inside"- ORM concepts- Getting started- Many real-world tasks- The Hibernate application development process

    Universe, and the Terminator. Now he answers to "Governor." From humble beginnings in a small Austrian village, Arnold Schwarzenegger pumped himself into the greatest bodybuilder in history, the biggest movie star in the world, and a political force to be reckoned with--all with raw ambition and driving self-confidence. In Fantastic, esteemed biographer Laurence Leamer captures Arnold's amazing story as no one else could. Drawing on unprecedented interviews with Arnold, his wife Maria Shriver, and Arnold's friends, family, lovers, competitors, business partners, and political adversaries, Leamer offers a brilliant, uniquely detailed portrait of this self-made man who married a Kennedy princess and scaled the heights of America's elite. Readers will discover:· A troubled youth: growing up the son of a strict former Nazi and overcoming adversity by discovering the potential of weight training· The superhuman: the arrogant showman who revolutionized bodybuilding--and his astounding string of Mr. Olympia titles· Blockbuster stardom: why a heavy accent and wooden acting style couldn't keep Arnold and his publicist from marketing him into the world's largest grossing film icon · The unlikeliest Kennedy: his marriage to Maria Shriver and her role in Arnold's rise to governor of the Golden State...and more!

    Kevin Mitnick's last book sold 40,000 units in North America.As the clich� goes, information is power. In this age of technology, an increasing majority of the world's information is stored electronically. It makes sense then that we rely on high-tech electronic protection systems to guard that information. As professional hackers, Johnny Long and Kevin Mitnick get paid to uncover weaknesses in those systems and exploit them. Whether breaking into buildings or slipping past industrial-grade firewalls, their goal has always been the same: extract the information using any means necessary. After hundreds of jobs, they have discovered the secrets to bypassing every conceivable high-tech security system. This book reveals those secrets; as the title suggests, it has nothing to do with high technology.