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
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Цена: 90290.00 T
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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
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Цена: 17940.00 T
Наличие на складе: Поставка под заказ.
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
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Цена: 12560.00 T
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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: Petrov Alex
Название: Database Internals: A Deep-Dive Into How Distributed Data Systems Work
ISBN: 1492040347 ISBN-13(EAN): 9781492040347
Издательство: Wiley
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Цена: 55960.00 T
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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
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Цена: 17940.00 T
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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: Rae Dupree Janet
Название: Anatomy and Physiology Workbook For Dummies
ISBN: 1118940075 ISBN-13(EAN): 9781118940075
Издательство: Wiley
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Цена: 11820.00 T
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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
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Цена: 21110.00 T
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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: Young Benjamin
Название: Pragmatic Deep Learning for Dummies
ISBN: 1796530867 ISBN-13(EAN): 9781796530865
Издательство: Неизвестно
Цена: 57470.00 T
Наличие на складе: Невозможна поставка.
Описание:

Summary

This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. It could also be used as a quick guide on how to use and understand deep learning in the real life.

Description

AI especially Deep Learning has made tremendous progress in recent years. It start to spread to all industries.

Quote from Andrew Ng, a famous AI researcher: "AI is the new electricity. About 100 years ago, electricity transformed every major industry. AI has advanced to the point where it has the power to transform every major sector in coming years."

Unless you are a refresh graduated student with AI/deep learning major, many of us do not have a formal machine learning/deep learning training before, so it is time to keep updated with latest technology.

This book will help you learn and grasp deep learning technology from ground zero with many interesting real world examples using python/keras/tensorflow. The books could also be used as a quick guide on how to use and understand deep learning in the real life.

Readers should have basic knowledge of python, scripting etc.

Free lifetime upgrade for later editions ( as an electronic copy ). Please contact author for this.

Table of Contents

1. Introduction
2. What is deep learning
3. Deep neural network basic conectps
4. Python and NumPy basic
5. Deep learning development environments
6. MNIST CNN example: A deep dive of how to handle image data
7. Pre-trained model, transfer learning and fine-tuning
8. Recurrent neural network - how to handle sequences data
9. Natural Langauge Processing
10. Optical character recognition
11. Audio processing, speech processing
12. Autoencoder network
13. Deep reinforcement learning
14. Learning from scratch (self-play) AlphaZero
15. How to deploy deep learning model.

Автор: Cheryl Fall
Название: Quilting For Dummies, 2nd Edition
ISBN: 076459799X ISBN-13(EAN): 9780764597992
Издательство: Wiley
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Цена: 20050.00 T
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Описание: Get the know-how you need to create beautiful quilts and decorative quilted items Quilting is a fun hobby -- but where do you begin? From selecting fabrics and designing a quilt to stitching by hand or machine, this friendly guide shows you how to put all the pieces together -- and create a wide variety of quilted keepsakes for your home.

Автор: Massey, Keith.
Название: Intermediate Arabic for dummies /
ISBN: 0470373377 ISBN-13(EAN): 9780470373378
Издательство: Amazon Internet
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Цена: 31350.00 T
Наличие на складе: Невозможна поставка.
Описание: A workbook for students and people in business, government, or the military who are familiar with basic spoken Arabic but want to refine their knowledge of Arabic usage and improve their written Arabic skills. It provides exercises and practice lessons that encourage readers to write directly in the book.

Автор: Gruman Galen
Название: Indesign Cs5 for Dummies
ISBN: 0470614498 ISBN-13(EAN): 9780470614495
Издательство: Wiley
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Цена: 22170.00 T
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Описание: Get up to speed on the latest features and enhancements to InDesign CS5 As the industry standard in professional layout and design, InDesign delivers powerful publishing solutions for magazine, newspaper, and other publishing fields.

Автор: Loughran Maire
Название: Financial Accounting for Dummies
ISBN: 0470930659 ISBN-13(EAN): 9780470930656
Издательство: Wiley
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Цена: 17940.00 T
Наличие на складе: Поставка под заказ.
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.