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Generative Deep Learning
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how t...
Savage Shadow
For decades farmers in the southwest of Australia have been convinced that there are cougars at large in the Australian bush, devastating wildlife and livestock. Hundreds of sightings have been documented in Western Australia, from as far north as Geraldton, south to Esperance and inland to Norseman. Australian journalist David O'Reilly became fascinated with what is known as perhaps Australia's greatest wildlife mystery during his time as the bureau chief of The Australian's Perth office. He interviewed scores of witnesses - farmers, wildlife experts, academics and bureaucrats - and wrote many stories about the hunt for the 'Cordering Cougar', as it became known, during the late 1970s and e...
Python Distilled
"Focusing on Python 3.6 and higher, this concise handbook focuses on the essential core of the language, with updated code examples to illuminate how Python works and how to structure programs that can be more easily explained, tested, and debugged. Throughout, Beazley reflects all he's learned teaching Python to scientists, engineers, and developers, and pushing the envelope of what makes Python tick."--Page 4 of cover.
UX Research
One key responsibility of product designers and UX practitioners is to conduct formal and informal research to clarify design decisions and business needs. But there’s often mystery around product research, with the feeling that you need to be a research Zen master to gather anything useful. Fact is, anyone can conduct product research. With this quick reference guide, you’ll learn a common language and set of tools to help you carry out research in an informed and productive manner. This book contains four sections, including a brief introduction to UX research, planning and preparation, facilitating research, and analysis and reporting. Each chapter includes a short exercise so you can quickly apply what you’ve learned. Learn what it takes to ask good research questions Know when to use quantitative and qualitative research methods Explore the logistics and details of coordinating a research session Use softer skills to make research seem natural to participants Learn tools and approaches to uncover meaning in your raw data Communicate your findings with a framework and structure
Automating System Administration with Perl
If you do systems administration work of any kind, you have to deal with the growing complexity of your environment and increasing demands on your time. Automating System Administration with Perl, Second Edition, not only offers you the right tools for your job, but also suggests the best way to approach specific problems and to securely automate recurring tasks. Updated and expanded to cover the latest operating systems, technologies, and Perl modules, this edition of the "Otter Book" will help you: Manage user accounts Monitor filesystems and processes Work with configuration files in important formats such as XML and YAML Administer databases, including MySQL, MS-SQL, and Oracle with DBI ...
Fine Cuts: Interviews on the Practice of European Film Editing
In the expanded second edition of Fine Cuts, Roger Crittenden reveals the experiences of the greatest European film editors through his warm and perceptive interviews. This new edition builds on the foundations laid out in 2005, including interviews with the editors of films such as Day for Night, The Sacrifice, The Kid with a Bike, and Fanny and Alexander; new interviews with editors of such films as Tyrannosaur and The Other Side of Hope; and editors from a wider range of countries, including Austria, Belgium, Finland, Portugal, and Russia. The book now embraces all aspects of post-production, with insights into sound editing from Larry Sider, originator of the renowned School of Sound, an...
Physics for Game Developers
By applying physics to game design, you can realistically model everything that bounces, flies, rolls, or slides, to create believable content for computer games, simulations, and animation. This book serves as the starting point for those who want to enrich games with physics-based realism.
Reinforcement Learning with TensorFlow
Leverage the power of the Reinforcement Learning techniques to develop self-learning systems using Tensorflow Key Features Learn reinforcement learning concepts and their implementation using TensorFlow Discover different problem-solving methods for Reinforcement Learning Apply reinforcement learning for autonomous driving cars, robobrokers, and more Book Description Reinforcement Learning (RL), allows you to develop smart, quick and self-learning systems in your business surroundings. It is an effective method to train your learning agents and solve a variety of problems in Artificial Intelligence—from games, self-driving cars and robots to enterprise applications that range from datacent...
Secrets of Digital Animation
Secrets of Digital Animation sets out to demonstrate and showcase a range of cutting-edge work, new techniques, and influential practitioners within all forms of contemporary animation, from anime to flashware, and from animated shorts to machinima, offering creative hints and tips from the genre masters. This book offers young practitioners, and those interested in broadening their skills, an insider’s view of the fast evolving work of animation; showcasing professionals and their creations, working methods, and inspiration, along with jargon-busting explanations and easy to follow demonstrations. Stunning examples of finished work are shown alongside conceptual drawings and works in progress. The book contains practical advice and case studies that explore the professional techniques behind designing innovative characters and fantastical worlds, and bringing them to life.
An Evil Cradling
Brian Keenan went to Beirut in 1985 for a change of scene from his native Belfast. He became headline news when he was kidnapped by fundamentalist Shi'ite militiamen and held in the suburbs of Beirut for the next four and a half years. For much of that time he was shut off from all news and contact with anyone other than his jailers and, later, his fellow hostages, amongst them John McCarthy.
