Netlab by Ian T. Nabney

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Getting the most out of neural networks and related data modelling techniques is the purpose of this book. The text, with the accompanying Netlab toolbox, provides all the necessary tools and knowledge. Throughout, the emphasis is on methods that are relevant to the practical application of neural networks to pattern analysis problems. All parts of the toolbox interact in a coherent way, and implementations and descriptions of standard statistical techniques are provided so that they can be used as benchmarks against which more sophisticated algorithms can be evaluated. Plenty of examples and demonstration programs illustrate the theory and help the reader understand the algorithms and how to apply them.

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Jay Blanchard:

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Programming Neural Networks with Encog3 in C#, 2nd Edition by Jeff Heaton

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Encog is an advanced Machine Learning Framework for Java, C# and Silverlight. This book focuses on using the neural network capabilities of Encog with the C# programming language. This book begins with an introduction to the kinds of tasks neural networks are suited towards. The reader is shown how to use classification, regression and clustering to gain new insights into data. Neural network architectures such as feedforward, self organizing maps, NEAT, and recurrent neural networks are introduced. This book also covers advanced neural network training techniques such as back propagation, quick propagation, resilient propagation, Levenberg Marquardt, genetic training and simulated annealing. Real world problems such as financial prediction, classification and image processing are introduced.

From reader reviews:

Todd Quesinberry:

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Resilience Engineering: Concepts and Precepts by David D. Woods

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For Resilience Engineering, 'failure' is the result of the adaptations necessary to cope with the complexity of the real world, rather than a breakdown or malfunction. The performance of individuals and organizations must continually adjust to current conditions and, because resources and time are finite, such adjustments are always approximate. This definitive new book explores this groundbreaking new development in safety and risk management, where 'success' is based on the ability of organizations, groups and individuals to anticipate the changing shape of risk before failures and harm occur. Featuring contributions from many of the worlds leading figures in the fields of human factors and safety, Resilience Engineering provides thought-provoking insights into system safety as an aggregate of its various components, subsystems, software, organizations, human behaviours, and the way in which they interact. The book provides an introduction to Resilience Engineering of systems, covering both the theoretical and practical aspects. It is written for those responsible for system safety on managerial or operational levels alike, including safety managers and engineers (line and maintenance), security experts, risk and safety consultants, human factors professionals and accident investigators.

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Upright Citizens Brigade Comedy Improvisation Manual by Matt Walsh, Ian Roberts, Matt Besser

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The Upright Citizens Brigade Comedy Improvisation Manual is a comprehensive guide to the UCB style of long form comedy improvisation. Written by UCB founding members Matt Besser, Ian Roberts, and Matt Walsh, the manual covers everything from the basics of two person scene work (with a heavy emphasis on finding "the game" of the scene), to the complexities of working within an ensemble to perform long form structures, such as "The Harold" and "The Movie". A practical "how to" book, the guide provides exercises throughout to help the reader master each new concept and technique introduced. While the manual is written to be understood by beginners with no previous exposure to improvisational comedy, experienced improvisors will find it to be an excellent resource for honing their skills, clarifying concepts, and generally taking their work to a higher level.

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Judith Joiner:

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The Art of Fact: A Historical Anthology of Literary Journalism

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"The Art of Fact" is a historical treasury tracing what used to be called "new" journalism back to such pioneers as Defoe, Dickens, and Orwell, and to crime writers, investigative social reporters, and war correspondents who stretched the limits of style and even propriety to communicate powerful truth. The tradition is alive and well in stories that take us from a cantina in Los Angeles to a lesbian bar in Dublin, from a massacre in Tiananmen Square to a nonviolent revolution in the Philippines. This international emphasis links American literary journalists to their counterparts in England, Africa, and Russia.

From reader reviews:

Dennis Scott:

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The Gen Z Effect: The Six Forces Shaping the Future of Business by Tom Koulopoulos, Dan Keldsen

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One of the most profound changes in business and society is the emergence of the post-Millennial generation, Gen Z. While every new generation has faced its share of disruption in technology, economics, politics and society, no other generation in the history of mankind has had the ability to connect every human being on the planet to each other and in the process to provide the opportunity for each person to be fully educated, socially and economically engaged.

What might this mean for business, markets, and educational institutions in the future? In this revolutionary new book, The Gen Z Effect: The Six Forces Shaping the Future of Business, authors Tom Koulopoulos and Dan Keldsen delve into a vision of the future where disruptive invention and reinvention is the acknowledged norm, touching almost every aspect of how we work, live and play. From radical new approaches to marketing and manufacturing to the potential obliteration of intellectual property and the shift to mass innovation, to the decimation of our oldest learning institutions through open source and adaptive learning, The Gen Z Effect provides a mind-bending view of why we will need to embrace Gen Z as the last, best hope for taking on the world’s biggest challenges and opportunities, and how you can prepare yourself and your business for the greatest era of disruption, prosperity, and progress the world has ever experienced.

From reader reviews:

Bonnie Abramowitz:

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Beyond Beatmatching: Take Your DJ Career to the Next Level by Yakov Vorobyev, Eric Coomes

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The team behind Mixed In Key software explores the art of professional DJing to answer one simple question: What can you do to become a better DJ? Beyond Beatmatching will show you how to: • Use harmonic mixing in your DJ sets • Mix with energy levels in mind • Dig for the most unique tracks and define your sound • Build a perfect DJ laptop • Mix a flawless DJ set • Create your own mashups • Get gigs at nightclubs and festivals • Build your brand with a logo design, publicity shots and press kit • Use Facebook and social media to expand your audience The book also features in-depth interviews with key DJs, innovators and executives, including Markus Schulz, DJ Sasha, A-list manager Ash Pournouri, talent booker Biz Martinez, marketing guru Karl Detken, and many more. Written in a user-friendly, straightforward tone and rife with valuable insights about the history (and future) of modern DJing, Beyond Beatmatching covers ground that no guide to DJing has attempted to date. Get this book today and discover a wealth of advanced techniques already known to the world's best DJs.

From reader reviews:

Ellen Garcia:

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