Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

    The open nature of the Android OS offers programmers the freedom to access the platform's capabilities and this straightforward guide walks you through the steps for creating amazing Android applications. Android programming expert Donn Felker explains how to download the SDK, get Eclipse up and running, code Android applications, and submit your finished products to the Android Market. Featuring two sample programs, this introductory book explores everything from the simple basics to more advanced aspects of the Android platform.Takes you soup through nuts of developing applications for the Android platform Begins with downloading the SDK, then explains how to code Android applications and submit projects to the Android Market Written by Android guru Donn Felker, who breaks every aspect of developing applications for the Android platform into easily digestible pieces No matter your level of programming experience, Android Application Development For Dummies is an ideal guide for getting started with developing applications for the Android platform.

    This easy-to-read guide helps you cultivate a host of good development practices, based on classic software design patterns and new patterns unique to embedded programming. Learn how to build system architecture for processors, not operating systems, and discover specific techniques for dealing with hardware difficulties and manufacturing requirements.Written by an expert who’s created embedded systems ranging from urban surveillance and DNA scanners to children’s toys, this book is ideal for intermediate and experienced programmers, no matter what platform you use.Optimize your system to reduce cost and increase performanceDevelop an architecture that makes your software robust in resource-constrained environmentsExplore sensors, motors, and other I/O devicesDo more with less: reduce RAM consumption, code space, processor cycles, and power consumptionLearn how to update embedded code directly in the processorDiscover how to implement complex mathematics on small processorsUnderstand what interviewers look for when you apply for an embedded systems job"Making Embedded Systems is the book for a C programmer who wants to enter the fun (and lucrative) world of embedded systems. It’s very well written—entertaining, even—and filled with clear illustrations." —Jack Ganssle, author and embedded system expert.

    In 1982, he retired to concentrate on painting, leaving the mythology he'd stoked himself to grow untamed over the years. John French is better qualified than anyone to talk about Beefheart, joining the Magic Band in 1966 at the age of 17 just before recording their Safe As Milk debut album, finding himself plunged into a tyrannical regime which would dominate his life for the next 14 years as he played a major role in eight subsequent albums, including translating the mindblowing avant-blues assault of 1969's Trout Mask Replica into readable music for the Magic Band from the Captain's piano poundings under torturous conditions he likens to a cult. French's remarkable memoir starts with a vivid description of the rarely-documented early 60s Lancaster garage-rock scene...

    But the state-of-the-art has moved forward dramatically since Meyers last updated this book in 1997. (For instance, there s now STL. Design patterns. Even new functionality being added through TR1 and Boost.) So Meyers has done a top-to-bottom rewrite, identifying the 55 most valuable techniques you need now to be exceptionally effective with C++. Over half of this edition s content is new. Templates broadly impact C++ development, and you ll find them everywhere. There s extensive coverage of multithreaded systems. There s an entirely new chapter on resource management. You ll find substantial new coverage of exceptions. Much is gained, but nothing s lost: You ll find the same depth of practical insight that first made Effective C++ a classic all those years ago. Bill Camarda, from the July 2005 href="http://www.barnesandnoble.com/newslet... Only

    In our sleep we sail its seas and walk the streets of its cities like phantoms. Sometimes we dream too deeply and become trapped, invading their world with our nightmares and fantasies, and then it is the job of Berylin Hooper, an agent in the Department for Counter Subornation, to hunt down and expel those trapped souls who threaten the very reality of her world and the safety of her people. Sometimes we bring them back with us when we wake. Lost, confused, and possessed of powers which leak through from their home, these exiles are pursued by the mysterious Hegemony which seeks to enslave them. When a woman appears who exists in both worlds simultaneously, she must run for her life from enemies who will tear apart the boundaries of existence and plunge each into chaos in order to possess her abilities. And in a doldrum region of the Archipelago floats Stray, an island-sized raft inhabited by lost dreamers from our world. Here Bobby Jenkins awakens, with no memory of his former existence and determined to find his way home. But how can he return when the woman he loves refuses to leave, and how can he protect her from both Hooper and the Hegemony? Tourmaline is an adventure through love, death, and the dreaming space between.

    In this question-and-answer book on jQuery, you'll find a cookbook of ready-to-go solutions to help breathe life into your web page. Topics covered include: - Scrolling, Resizing and Animating Webpage elements - Backgrounds, Slideshows, and Crossfaders - Menus, Tabs, and Panels - Buttons, Fields, and Controls - Lists, Trees, and Tables - Frames, Windows, and Dialogs - Adding interactivity with Ajax - Using the jQuery User Interface Themeroller - Writing your own jQuery plug-ins All code used to create each solution is available for download and guaranteed to be simple, efficient and cross-browser compatible.

    Even for people not working with the Unified Process, the book is still of great use. UML 2 and the Unified Process, Second Edition is a must-read for every UML 2 beginner and a helpful guide and reference for the experienced practitioner."--Roland Leibundgut, Technical Director, Zuehlke Engineering Ltd."This book is a good starting point for organizations and individuals who are adopting UP and need to understand how to provide visualization of the different aspects needed to satisfy it. "--Eric Naiburg, Market Manager, Desktop Products, IBM Rational SoftwareThis thoroughly revised edition provides an indispensable and practical guide to the complex process of object-oriented analysis and design using UML 2. It describes how the process of OO analysis and design fits into the software development lifecycle as defined by the Unified Process (UP). UML 2 and the Unified Process contains a wealth of practical, powerful, and useful techniques that you can apply immediately. As you progress through the text, you will learn OO analysis and design techniques, UML syntax and semantics, and the relevant aspects of the UP. The book provides you with an accurate and succinct summary of both UML and UP from the point of view of the OO analyst and designer.This book providesChapter roadmaps, detailed diagrams, and margin notes allowing you to focus on your needs Outline summaries for each chapter, making it ideal for revision, and a comprehensive index that can be used as a reference New to this edition:Completely revised and updated for UML 2 syntax Easy to understand explanations of the new UML 2 semantics More real-world examples A new section on the Object Constraint Language (OCL) Introductory material on the OMG's Model Driven Architecture (MDA) The accompanying website providesA complete example of a simple e-commerce system Open source tools for requirements engineering and use case modeling Industrial-strength UML course materials based on the book

    is the eagerly anticipated successor to News From Lake Wobegon (one of the bestselling spoken-word audio ever) and More News From Lake Wobegon. This collection contains 17 touching, exquisitely funny monologues from Garrison Keillor recorded during American Radio Company broadcasts from tour stops all over the country. The tales, says Keillor, are about "the luxury of rhubarb pie, the perils of prophecy, Florian and Myrtle's thrifty vacation, the vapor lights of Our Lady of Perpetual Responsibility. . . ." They are also about joy, grief, dreams, luck, and mysteries—about the extraordinary moments of wonder that illuminate our ordinary lives. Contents:Fertility: The Kresbach's Vacation; Prophet; The Six Labors of Father Wilmer; FertilityPatience: Aunt Ellie; Duke's 25th; Jobhunting; You're Not the Only OneYouth: Blue Devils; Nostalgia; O Christmas Tree; Pageant; Messy ShoesRhubarb:  Rhubarb; Sweet Corn; The Sun's Gonna Shine Someday; Yellow Ribbon

    The title says it is the hard way to learn to writecode but it’s actually not. It’s the “hard” way only in that it’s the way people used to teach things. In this book youwill do something incredibly simple that all programmers actually do to learn a language: 1. Go through each exercise. 2. Type in each sample exactly. 3. Make it run.That’s it. This will be very difficult at first, but stick with it. If you go through this book, and do each exercise for1-2 hours a night, then you’ll have a good foundation for moving on to another book. You might not really learn“programming” from this book, but you will learn the foundation skills you need to start learning the language.This book’s job is to teach you the three most basic essential skills that a beginning programmer needs to know:Reading And Writing, Attention To Detail, Spotting Differences.

    Al-Qur'an - The Miracle of Miracles is a brief exposition of the Text, Scope, Infallibility and Authenticity of the Last Testament, Al-Qur'an.Read online free at http://www.ahmed-deedat.co.za/Books/B...

    The Sleep Sense Program -- Proven Strategies For Teaching Your Child To Sleep Through The Night, has helped over 10,000 families quickly and easily solve their children's sleep problems.

    This book is for anyone who has an interest in SQL Server 2012 and wants to understand its capabilities, including database administrators, application developers, and technical decision makers.

    I have answered so many questions and I am so confused I don't know one thing from another. I am telling you just as nearly as I know.” – Lizzie Borden “I knew there was an old axe down cellar; that is all I knew.” – Lizzie Borden “Lizzie Borden took an axe, and gave her mother forty whacks, when she saw what she had done, she gave her father forty-one.” Like so many others, this ditty and similar ones sacrificed accuracy in the name of rhyme and rhythm, as Abby and Andrew Borden were not hit 81 times but “only” 29. Of course, that still proved to be more than enough to kill both of them and propel their daughter, Elizabeth, into infamy. Today, cases are often referred to as the trial of the century, but few could lay claim in the 19th century like Lizzie Borden’s in the wake of her parents’ murders. After all, the story included the grisly axe murders of wealthy socialites and a young daughter as the prime suspect. As Trey Wyatt, author of The Life, Legend, and Mystery of Lizzie Borden, put it, “Women were held to strict standards and genteel women were pampered, while at the same time they were expected to behave within a strict code of conduct. In 1892, Fall River, Massachusetts wealthy society ladies were not guilty of murder, and if they did kill someone, it would not be with an axe.” When questioned, Lizzie gave contradictory accounts to the police, which ultimately helped lead to her arrest and trial, but supporters claimed it may have been the effects of morphine that she had a prescription to take. Much like subsequent famous murder cases, such as the O.J. Simpson case or Leopold & Loeb, Lizzie Borden’s trial garnered national attention unlike just about anything that had come before. The case sparked Americans’ interest in legal proceedings, and as with Simpson, even an acquittal didn’t take the spotlight off the Borden case, which has been depicted in all forms of media ever since. Lizzie became a pariah among contemporaries who believed she’d escaped justice, and she remains the prime suspect, but the unsolved nature of the case has allowed other writers to advance other theories and point at other suspects. The Life and Trial of Lizzie Borden: The History of 19th Century America’s Most Famous Murder Case looks at the personal background of the Borden family and the shocking true crime that captivated America at the end of the 19th century. Along with pictures of important people, places, and events, you will learn about Lizzie Borden like never before, in no time at all.

    Ready to master AngularJS? What if you could master the entire framework – with solid foundations – in less time without beating your head against a wall? Imagine how quickly you could work if you knew the best practices and the best tools? Stop wasting your time searching and have everything you need to be productive in one, well-organized place, with complete examples to get your project up without needing to resort to endless hours of research.