Deep Learning for Dummies, Mueller John Paul, Massaron Luca
Автор: Goodfellow Ian, Bengio Yoshua, Courville Aaron Название: Deep Learning ISBN: 0262035618 ISBN-13(EAN): 9780262035613 Издательство: MIT Press Рейтинг: Цена: 90290.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. 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.
Автор: Siegfried Donna Rae Название: Anatomy & Physiology For Dummies ISBN: 0470923261 ISBN-13(EAN): 9780470923269 Издательство: Wiley Рейтинг: Цена: 17940.00 T Наличие на складе: Нет в наличии. Описание: Anatomy s anatomical structures, and gain insights into how the structures and systems function in sickness and health. Specific updates in the new edition include: Updated information on how systems function in illness and in health The most current teaching techniques Newest health discoveries and insights into how the body works Updated examples and case studies
Автор: Schell Jim, Tyson Eric Название: Small Business For Dummies ISBN: 1118083725 ISBN-13(EAN): 9781118083727 Издательство: Wiley Рейтинг: Цена: 12560.00 T Наличие на складе: Есть Описание: Updates to this new edition of Small Business For Dummies include: How start-up and established small businesses can use the Small Business Jobs Act to their advantage Enhanced and expanded coverage of using technology in your small business Hiring employees using online resources including LinkedIn, Facebook, and other social media sites New coverage of the recent health care bill, health savings accounts, and their implications for small business Updated coverage of the best places to get small business loans
Автор: Rae Dupree Janet Название: Anatomy and Physiology Workbook For Dummies ISBN: 1118940075 ISBN-13(EAN): 9781118940075 Издательство: Wiley Рейтинг: Цена: 11820.00 T Наличие на складе: Есть Описание: Identify specific bones, muscles, and tissues Brush up on key concepts and terminology Get memorization tools and tips Practice for your next exam with hundreds of questions From skeleton to skin the easy way to score higher in anatomy and physi
Автор: Deborah J. Rumsey Название: Statistics For Dummies ISBN: 1119293529 ISBN-13(EAN): 9781119293521 Издательство: Wiley Рейтинг: Цена: 21110.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Statistics For Dummies, 2nd Edition (9781119293521) was previously published as Statistics For Dummies, 2nd Edition (9780470911082). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product.
Автор: Petrov Alex Название: Database Internals: A Deep-Dive Into How Distributed Data Systems Work ISBN: 1492040347 ISBN-13(EAN): 9781492040347 Издательство: Wiley Рейтинг: Цена: 55960.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals. Throughout the book, you`ll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases.
Автор: Ives Название: Paper Engineering & Pop-ups For Dummies ISBN: 047040955X ISBN-13(EAN): 9780470409558 Издательство: Wiley Рейтинг: Цена: 17940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Projects that let the whole family get creative with paper This fun, easy-to-follow guide is packed with a wide range of projects that use simple techniques and tools for creating paper projects that "pop" off the page. Step-by-step directions and diagrams show readers how to make eye-catching cards, animated models, pop-ups, and much more.
Автор: Loughran Maire Название: Financial Accounting for Dummies ISBN: 0470930659 ISBN-13(EAN): 9780470930656 Издательство: Wiley Рейтинг: Цена: 17940.00 T Наличие на складе: Нет в наличии. Описание: Financial Accounting For Dummies provides students who are studying business, finance and accounting with the basic concepts, terminology, and methods to interpret, analyze, and evaluate actual corporate financial statements. It covers traditional introductory financial accounting course material, as well as: Concepts accountants and other business professional use to prepare reports Mergers and acquisitions, purchase and pooling, free cash flow, and financial statement analysis Whether a student is on their way to earning a bachelors degree, MBA, or MAcc, Financial Accounting For Dummies will serve as a wealth of information to grasp the subject and ace the course.
Автор: Epstein Lita Название: Reading Financial Reports for Dummies ISBN: 1118761936 ISBN-13(EAN): 9781118761939 Издательство: Wiley Рейтинг: Цена: 17940.00 T Наличие на складе: Нет в наличии. Описание: Discover how to decipher financial reports Especially relevant in today`s world of corporate scandals and new accounting laws, the numbers in a financial report contain vitally important information about where a company has been and where it is going.
Автор: Steven Frowine Название: Orchids For Dummies ISBN: 0764567594 ISBN-13(EAN): 9780764567599 Издательство: Wiley Рейтинг: Цена: 17940.00 T Наличие на складе: Нет в наличии. Описание: The fun and easy way to grow orchids As anyone who has read Susan Orlean's The Orchid Thief or has seen the movie Adaptation knows, orchids inspire a passionate following. And their popularity is rising: according to the USDA, more than 12.7 million orchids were sold in the U.S. last year. Brimming with black-and-white illustrations and eight pages of color photos, this friendly guide introduces would-be orchid fanciers to today's most popular and intriguing orchid varieties and shows step by step how to select healthy plants at a nursery or commercial grower, cultivate them successfully at home, promote blooms, create beautiful orchid displays, and even produce hybrids. Steven Frowine (New Hartford, CT) worked with orchids professionally as a horticulturist at Hawaii's National Tropical Botanical Garden and at the Missouri Botanical Garden, where he was chairman of indoor horticulture and oversaw over 10,000 plants.
Автор: Dummies Название: Investment Banking for Dummies ISBN: 1118615778 ISBN-13(EAN): 9781118615775 Издательство: Wiley Рейтинг: Цена: 9120.00 T Наличие на складе: Есть Описание: Enrich your career with a review of investment banking basics One of the most lucrative fields in business, investment banking frequently perplexes even banking professionals working within its complex laws. Investment Banking For Dummies remedies common misconceptions with a straightforward assessment of banking fundamentals.
Автор: Dummies, Aguinis Herman Название: Performance Management for Dummies ISBN: 1119557658 ISBN-13(EAN): 9781119557654 Издательство: Wiley Рейтинг: Цена: 24280.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Implement best-in-class performance management systems
Performance Management For Dummies is the definitive guide to infuse performance management with your organization's strategic goals and priorities. It provides the nuts and bolts of how to define and measure performance in terms of what employees do (i.e., behaviors) and the outcome of what they do (i.e., results) -- both for individual employees as well as teams.
Inside, you'll find a new multi-step, cyclical process to help you keep track of your employees' work, identify where they need to improve and how, and ensure they're growing with the organization--and helping the organization succeed. Plus, it'll show managers to C-Suites how to use performance management not just as an evaluation tool but, just as importantly, to help employees grow and improve on an ongoing basis so they are capable and motivated to support the organization's strategic objectives.
Understand if your performance management system is working
Make fixes where needed
Get performance evaluation forms, interview protocols, and scripts for feedback meetings
Grasp why people make some businesses more successful than others
Make performance management a useful rather than painful management tool
Get ready to define performance, measure it, help employees improve it, and align employee performance with the strategic goals and priorities of your organization.
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