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Deep Learning
- MIT Press Essential Knowledge Series
- ナレーター: Joel Richards
- 再生時間: 5 時間 49 分
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The Deep Learning Revolution
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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.
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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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Robot-Proof
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In Robot-Proof, Northeastern University president Joseph Aoun proposes a way to educate the next generation of college students to invent, to create, and to discover - to fill needs in society that even the most sophisticated artificial intelligence agent cannot. A "robot-proof" education, Aoun argues, is not concerned solely with topping up students' minds with high-octane facts. Rather, it calibrates them with a creative mindset and the mental elasticity to invent, discover, or create something valuable to society.
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今、4度目の産業革命が始まろうとしている。牽引役となるのは、AI(人工知能)だ。
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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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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.
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Robot-Proof
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In Robot-Proof, Northeastern University president Joseph Aoun proposes a way to educate the next generation of college students to invent, to create, and to discover - to fill needs in society that even the most sophisticated artificial intelligence agent cannot. A "robot-proof" education, Aoun argues, is not concerned solely with topping up students' minds with high-octane facts. Rather, it calibrates them with a creative mindset and the mental elasticity to invent, discover, or create something valuable to society.
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教養としてのテクノロジー(週刊東洋経済eビジネス新書No.232)
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今、4度目の産業革命が始まろうとしている。牽引役となるのは、AI(人工知能)だ。
著者: 週刊東洋経済編集部
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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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Need networking know-how, but don't know where to turn? Run-don't walk-to the no-nonsense networking guidance offered in this friendly guide! Whether you're a networking administrator or an everyday computer user looking to set up a network in your home or office, Networking for Dummies, seamlessly gets you connected with the basics and gives you the knowledge to work out whatever kinks may come your way-in no time.
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Managing people is difficult wherever you work. But in the tech industry, where management is also a technical discipline, the learning curve can be brutal - especially when there are few tools, texts, and frameworks to help you. In this practical guide, author Camille Fournier (tech lead turned CTO) takes you through each stage in the journey from engineer to technical manager.
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4-in-ONE advanced 上級
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あなたの英語、バランス取れてますか?本物の英語力と論理的思考力を手にしましょう。
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Resilience
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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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The 6 Habits of Growth
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The world’s leading high-performance coach and multiple New York Times best-selling author Brendon Burchard delivers the six habits of personal growth that will help you create the life of your dreams. Forged from Brendon Burchard’s personal experiences, data from his GrowthDay app, and his many years as a high-performance coach, The 6 Habits of Growth presents the tools you need to construct the life of your dreams.
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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.
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For all its good intentions, Who Moved My Cheese? basically reduces us to mice in a maze sniffing after cheese. Harvard Business School professor Deepak Malhorta uses a fable involving a different set of mice in a maze—mice who question everything—to help readers see how they underestimate their ability change the rules, overcome the constraints they face, and control their own destiny.
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Computational Thinking
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A few decades into the digital era, scientists discovered that thinking in terms of computation made possible an entirely new way of organizing scientific investigation; eventually, every field had a computational branch: computational physics, computational biology, computational sociology. More recently, "computational thinking" has become part of the K-12 curriculum. But what is computational thinking? This volume in the MIT Press Essential Knowledge series offers an accessible overview.
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究極の英語リーディング Vol. 2
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初級2000語レベルの語彙をベースに書かれた英文で、料理のレシピから感動の実話まで「英語でこんなに聴けた!」を実感できます。
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席巻! アマゾンクラウド (週刊東洋経済eビジネス新書 No.136)
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PDF提供元:東洋経済新報社
※Windows10端末をご利用のお客様は、アプリ上で直接ご覧いただけます。
日本のシステム開発業界で、米アマゾンが運営する法人向けクラウド基盤サービス「AWS」の存在感が高まっている。2006年のサービス開始以後、9年で急成長、断トツの世界シェアを有する。それが今、日本のIT市場をも着々と侵食しているのだ。アマゾンクラウドの強さの秘密に迫る! ※『週刊東洋経済』2015年8月22日号収録の6ページ分をまとめたものです。
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キクタンサイエンス 情報科学編
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情報科学に関する英単語を「聞いて」覚える!
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深層学習の原理に迫る: 数学の挑戦
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第三次人工知能(AI)ブームの中核的役割を果たす深層学習(ディープ・ラーニング)は、その高い信頼性と汎用性ゆえに様々な領域に応用されていく一方で、
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工学に関する英単語を「聞いて」覚える!
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The Seven Spiritual Laws of Success
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Looking for a practical guide to the fulfillment of your dreams? Based on natural laws which govern all of creation, this audio shatters the myth that success is the result of hard work, exacting plans, or driving ambition. In The Seven Spiritual Laws of Success, Deepak Chopra distills the essence of his teachings into 7 simple, yet powerful principles that can easily be applied to create success in all areas of your life.
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Understanding Beliefs
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Our beliefs constitute a large part of our knowledge of the world. We have beliefs about objects, about culture, about the past, and about the future. We have beliefs about other people, and we believe that they have beliefs as well. We use beliefs to predict, to explain, to create, to console, to entertain. Some of our beliefs we call theories, and we are extraordinarily creative at constructing them. Theories of quantum mechanics, evolution, and relativity are examples.
著者: Nils J. Nilsson
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No Excuses!
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Most people think success comes from good luck or enormous talent, but many successful people achieve their accomplishments in a simpler way: through self-discipline. Brian Tracy knows this firsthand. He didn’t graduate from high school, and after working for a few years as a laborer, he realized he had limited skills and a limited future. But through the power of self-discipline, he changed his life.
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The World as I See It
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Including letters, speeches, articles, and essays written before 1935, this collection offers a complete portrait of Einstein as a humanitarian and as a human being trying to make sense of the world changing around him.
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Simple Rules
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We struggle to manage complexity every day. We follow intricate diets to lose weight, juggle multiple remotes to operate our home entertainment systems, face proliferating data at the office, and hack through thickets of regulation at tax time. But complexity isn't destiny. Sull and Eisenhardt argue there's a better way: by developing a few simple yet effective rules, you can tackle even the most complex problems.
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Software Engineering at Google
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How can software engineers manage a living codebase that evolves and responds to changing requirements and demands over the length of its life? Based on their experience at Google, software engineers Titus Winters and Hyrum Wright, along with technical writer Tom Manshreck, present a candid and insightful look at how some of the world’s leading practitioners construct and maintain software. This book covers Google’s unique engineering culture, processes, and tools and how these aspects contribute to the effectiveness of an engineering organization.
著者: Titus Winters, 、その他
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Communication Skills Training
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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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HBR at 100
- The Most Influential and Innovative Articles from Harvard Business Review's First Century
- 著者: Harvard Business Review
- ナレーター: Carolyn Jania, Jonathan Yen
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Harvard Business Review is the foremost destination for smart management thinking. Now, at its 100th anniversary, this commemorative volume brings together the most influential ideas since its inception. With thought leaders including Michael E. Porter, W. Chan Kim and Renée Mauborgne, Rosabeth Moss Kanter, Peter Drucker, and Clayton M. Christensen, this book puts HBR's greatest concepts at your fingertips. You'll learn how these groundbreaking ideas continue to be relevant in today's business context—and what to keep in mind as you prepare for the future.
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大規模言語モデルは新たな知能か――ChatGPTが変えた世界
- 著者: 岡野原 大輔
- ナレーター: 小堀 真生
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対話型サービスChatGPTは驚きをもって迎えられ,IT企業間で類似サービスをめぐる激しい開発競争が起こりつつある.それらを支える大規模言語モデルとはどのような仕組みなのか.
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入門から踏みいったところまで
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著者: 岡野原 大輔
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Site Reliability Engineering
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- 著者: Betsy Beyer, Chris Jones, Jennifer Petoff, 、その他
- ナレーター: Liz Porter
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In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient - lessons directly applicable to your organization.
著者: Betsy Beyer, 、その他
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The Year in Tech 2023
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Easy-to-use AI tools, contactless commerce, crypto for business, the mature metaverse—new technologies like these are reshaping organizations at the hybrid office, on factory floors, and in the C-suite. What should you and your company be doing now to take advantage of the new opportunities these technologies are creating—and avoid falling victim to disruption? The Year in Tech 2023: The Insights You Need from Harvard Business Review will help you understand what the latest and most important tech innovations mean for your organization.
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Think Smarter
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This comprehensive guide to training your brain to do more for you presents a pragmatic set of tools to apply critical-thinking techniques to everyday business issues. Think Smarter is filled with real-world examples that demonstrate how the tools work in action, in addition to dozens of practice exercises applicable across industries and functions. Think Smarter is a versatile resource for individuals, managers, students, and corporate-training programs.
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あらすじ・解説
Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. 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. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning-major trends, possible developments, and significant challenges.