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The Deep Learning Revolution
- ナレーター: Shawn Compton
- 再生時間: 8 時間 5 分
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Audible会員プラン 無料体験
あらすじ・解説
How deep learning - from Google Translate to driverless cars to personal cognitive assistants - is changing our lives and transforming every sector of the economy.
The deep-learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep-learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.
Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.
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In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.
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Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.
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No data is completely safe. Cyberattacks on companies and individuals are on the rise and growing not only in number but also in ferocity. And while you may think your company has taken all the precautionary steps to prevent an attack, no individual, company, or country is safe. Cybersecurity can no longer be left exclusively to IT specialists. Improving and increasing data security practices and identifying suspicious activity is everyone's responsibility, from the boardroom to the break room.
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Machine Learning: The New AI
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The Book of Why
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This portable Dummies Essentials book focuses on the key topics you need to know about the popular Python language. Great for supplementing a course, reviewing for a certification, or staying knowledgeable on the job.
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In the past few years, a number of well-known firms have failed; think of Blockbuster, Kodak, or RadioShack. When we hear about their demise, it often seems inevitable - a natural part of "creative destruction." But closer examination reveals a disturbing truth: Companies large and small are shuttering more quickly than ever. What does it take to buck this trend? The simple answer is: ambidexterity. Firms must remain competitive in their core markets, while also winning in new domains.
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Data Science for Dummies
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Data Science for Dummies is the perfect starting point for IT professionals and students who want a quick primer on all areas of the expansive data science space. With a focus on business cases, the book explores topics in big data, data science, and data engineering, and how these three areas are combined to produce tremendous value. If you want to pick-up the skills you need to begin a new career or initiate a new project, listening to this book will help you understand what technologies, programming languages, and mathematical methods on which to focus.
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Introducing Python (2nd Edition)
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Easy to understand and engaging, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you've learned.
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Algorithms to Live By
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From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of human memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.
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Words. We use them all the time, every day, mostly without giving them much thought at all. We take for granted that they’re here at our disposal whenever we need them. But if you’ve ever wished you could communicate more effectively, words are the place to start. It’s incumbent upon you to choose the best words to accomplish your goals, because how you choose to communicate influences—well, everything! The power of communication shapes our professional goals, our relationships, and our lives—so the words we choose to use carry a great deal of power.
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This philosophy-of-programming guide presents a unique and entertaining take on how to think about programming. A collection of twenty-one pragmatic rules, each presented in a stand-alone chapter, captures the essential wisdom that every freshly minted programmer needs to know and provides thought-provoking insights for more seasoned programmers. Author Chris Zimmerman, cofounder of the video game studio Sucker Punch Productions, teaches basic truths of programming by wrapping them in memorable aphorisms and driving them home with examples drawn from real code.
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Think Bigger
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Iyengar provides essential tools to spark creative thinking and help us make our most meaningful choices. She draws from recent advances in neuro- and cognitive sciences to give listeners a set of practical steps for coming up with powerful new ideas. Think Bigger offers an innovative evidence-backed method for generating big ideas that Iyengar and her team of researchers developed and refined over the last decade.
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Steve Jobs: Technology Innovator and Apple Genius
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On October 5, 2011, the news of the death of technology innovator Steve Jobs rocked the world. The failing health of the Apple cofounder and Pixar CEO was no secret. Jobs had given up his role as Apple's CEO just a few months prior because of his struggle with pancreatic cancer. But his death still drew a huge reaction. From Apple employees and fans to political and business leaders, people honored Jobs' passing by reflecting on his prolific life that greatly influenced the way technology is used.
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Just Action
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The Amazon Way: Amazon's 14 Leadership Principles
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The 3rd edition of The Amazon Way is one of the rare business leadership books giving actionable insights for innovation and business growth to be the basis for your digital transformation gameplan. The Amazon Way translates Amazon's unique culture and management practices into insights and opportunities, as only an Amazon executive and expert advisor could do for the Amazon Leadership Principles giving listeners one of the essential business leadership books for the digital era.
著者: John Rossman, 、その他
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The Emperor's New Mind
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In this absorbing and frequently contentious book, Roger Penrose puts forward his view that there are some facets of human thinking that can never be emulated by a machine. The book's central concern is what philosophers call the "mind-body problem". Penrose examines what physics and mathematics can tell us about how the mind works, what they can't, and what we need to know to understand the physical processes of consciousness.
著者: Roger Penrose
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Resilience
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- 著者: Harvard Business Review
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How do some people bounce back with vigor from daily setbacks, professional crises, or even intense personal trauma? This collection of articles from HBR includes "How Resilience Works", by Diane Coutu; "Resilience for the Rest of Us", by Daniel Goleman; "How to Evaluate, Manage, and Strengthen Your Resilience", by David Kopans; "Find the Coaching in Criticism", by Sheila Heen and Douglas Stone; and much more.
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How Emotions Are Made
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The science of emotion is in the midst of a revolution on par with the discovery of relativity in physics and natural selection in biology. Leading the charge is psychologist and neuroscientist Lisa Feldman Barrett, whose research overturns the long-standing belief that emotions are automatic, universal, and hardwired in different brain regions. Instead, Barrett shows, we construct each instance of emotion through a unique interplay of brain, body, and culture.
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Understanding the origins of emotion
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Artificial Intelligence Basics
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Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and many more. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Artificial Intelligence Basics has arrived to equip you with a fundamental, timely grasp of AI and its impact.
著者: Tom Taulli
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Communication Skills Training
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- 著者: Richard Hawkins
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Almost everything we want in life involves other people. Whether you want a better social life, a promotion at work, or a good romantic relationship, it all depends on the way you communicate. Lack of communication skills is exactly what ruins most peoples’ lives. Luckily, "communicating" is not only simple and straightforward but also easy to master, even if you’re shy, introverted or have social anxiety. This book will guide you on how you can quickly move through conversations, and express yourself in a manner that is conducive to relationship-building and productivity.
著者: Richard Hawkins
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Artificial Intelligence
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From making faster, better decisions to automating rote work to enabling robots to respond to emotions, AI and machine learning are already reshaping business and society. What should you and your company be doing today to ensure that you're poised for success and keeping up with your competitors in the age of AI? Artificial Intelligence: The Insights You Need from Harvard Business Review brings you today's most essential thinking on AI and explains how to launch the right initiatives at your company to capitalize on the opportunity of the machine intelligence revolution.
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The Alignment Problem
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Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.
著者: Brian Christian
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Summary: Zero to One by Peter Thiel and Blake Masters
- Notes on Startups, or How to Build the Future
- 著者: Dean Bokhari, FlashBooks
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This is an audio summary of Zero to One, a book containing hard-hitting set of standards for entrepreneurs, start-ups, and thought-leaders to carefully consider when building the “next big thing” of the future.
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The Presentation Secrets of Steve Jobs
- How to Be Insanely Great in Front of Any Audience
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- ナレーター: Carmine Gallo
- 再生時間: 4 時間 17 分
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Whether he was introducing the latest iPad or delivering a keynote presentation, Steve Jobs electrified audiences with his incomparable style and showmanship. He didn’t just convey information in his presentations; he told a story, painted a picture, and shared a vision. He gave his audience a transformative experience that was unique, inspiring, and unforgettable. Now you can do it too, by learning the specific techniques that made Jobs the most captivating communicator on the world stage.
著者: Carmine Gallo
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How to Master Small Talk
- A Practical and Easy-to-Read Guide for People Who Would Like to Learn the Art of Small Talk and Become More Confident, Likeable, and Outgoing Individuals.
- 著者: Danny Carlson
- ナレーター: Marcus Mulenga
- 再生時間: 2 時間 39 分
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Small talk, although seemingly superficial, is an integral part of everyone’s lives. We all need to make small talk once in a while, and it’s not so easy for most of us. We all need to put some effort into making small talk, especially with people we don’t know well. Mastering small talk requires some skill and practice, which is why this book was written. After listening to this book, you will gain a broader perspective about people in general. You have the ability to conquer anything and be the most charismatic person you could ever be!
著者: Danny Carlson
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What Is Life?
- With Mind and Matter and Autobiographical Sketches
- 著者: Erwin Schrödinger, Roger Penrose - foreword
- ナレーター: Bob Souer
- 再生時間: 6 時間 8 分
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Nobel laureate Erwin Schrödinger's What is Life? is one of the great science classics of the 20th century. A distinguished physicist's exploration of the question which lies at the heart of biology, it was written for the layman but proved one of the spurs to the birth of molecular biology and the subsequent discovery of the structure of DNA. It appears here together with "Mind and Matter", his essay investigating a relationship which has eluded and puzzled philosophers since the earliest times.
著者: Erwin Schrödinger, 、その他
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Clean Code
- A Handbook of Agile Software Craftsmanship
- 著者: Robert C. Martin
- ナレーター: Theodore O'Brien
- 再生時間: 5 時間 49 分
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Noted software expert Robert C. Martin presents a revolutionary paradigm with Clean Code: A Handbook of Agile Software Craftsmanship. Martin has teamed up with his colleagues from Object Mentor to distill their best agile practice of cleaning code “on the fly” into a book that will instill within you the values of a software craftsman and make you a better programmer - but only if you work at it.
著者: Robert C. Martin
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Fundamentals of Software Architecture
- An Engineering Approach
- 著者: Mark Richards, Neal Ford
- ナレーター: Benjamin Lange
- 再生時間: 13 時間 10 分
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This book provides the first comprehensive overview of software architecture’s many aspects. Aspiring and existing architects alike will examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Mark Richards and Neal Ford—hands-on practitioners who have taught software architecture classes professionally for years—focus on architecture principles that apply across all technology stacks.
著者: Mark Richards, 、その他
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ビジネスフレームワーク図鑑 すぐ使える問題解決・アイデア発想ツール70
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「アイデアが浮かばない!」「会議がまとまらない!」「意思決定で迷ってしまう!」そんな悩みをお持ちの方に捧げるフレームワーク集です。
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聞く読書には向いていない
- 投稿者: Amazon カスタマー 日付: 2023/01/16
著者: 株式会社アンド
批評家のレビュー
"If you want to understand AI, you need to read The Deep Learning Revolution." (Erik Brynjolfsson, coauthor of The Second Machine Age)