検索キーワード： コンピュータ・テクノロジー

Time Series Forecasting in Python teaches you to build powerful predictive models from time-based data. Every model you create is relevant, useful, and easy to implement with Python. You’ll explore interesting real-world datasets like Google’s daily stock price and economic data for the USA, quickly progressing from the basics to developing large-scale models that use deep learning tools like TensorFlow.

We're at an inflection point in data, where our data management solutions no longer match the complexity of organizations, the proliferation of data sources, and the scope of our aspirations to get value from data with AI and analytics. In this practical book, Zhamak Dehghani introduces data mesh, a decentralized sociotechnical paradigm drawn from modern distributed architecture that provides a new approach to sourcing, sharing, accessing, and managing analytical data at scale.

Over the past two centuries, economic growth has freed billions from poverty and made our lives far healthier and longer. As a result, the unfettered pursuit of growth defines economic life around the world. Yet this prosperity has come at an enormous price. At this time of uncertainty about growth and its value, award-winning economist Daniel Susskind provides an essential reckoning. In a sweeping analysis full of historical insight, he argues that we cannot abandon growth but shows instead how we must redirect it, making it better reflect what we truly value.

How does a neural network become a brain? While neurobiologists investigate how nature accomplishes this feat, computer scientists interested in AI strive to achieve this through technology. The Self-Assembling Brain tells the stories of both fields, exploring the historical and modern approaches taken by the scientists pursuing answers to the quandary: What information is necessary to make an intelligent neural network? As Peter Robin Hiesinger argues, "the information problem" underlies both fields.

Rick Howard, the Chief Security Officer, Chief Analyst, and Senior fellow at The Cyberwire, challenges the conventional wisdom of current cybersecurity best practices, strategy, and tactics and makes the case that the profession needs to get back to first principles.

Nothing is harder to do these days than nothing. But in a world where our value is determined by our 24/7 data productivity...doing nothing may be our most important form of resistance. So argues artist and critic Jenny Odell in this field guide to doing nothing (at least as capitalism defines it). Odell sees our attention as the most precious - and overdrawn - resource we have.

ITIL® Foundation Essentials ITIL 4 Edition is the ultimate revision guide for candidates preparing for the ITIL 4 foundation exam. It is fully aligned with the foundation course syllabus, and gives a clear and concise overview of the facts. This second edition has been updated to align with amendments to the ITIL® 4 foundation syllabus.

AI will be the defining development of the 21st century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand-new forms of communication and entertainment. In liberating us from routine work, however, AI will also challenge the organizing principles of our economic and social order.

2016年3月に筆者はアメリカ・サンフランシスコに出張した。出かける前後、日本で話題になっていたのが、Googleが開発した囲碁用AI「AlphaGo」と、囲碁の世界チャンピオン・李世ドルの対決だ。アメリカでは日本ほど話題になっていないようだが、そこは囲碁というゲームに対する認知度というか、注目度の差かな、と思う。筆者は囲碁にはさほど詳しくない。弱いながら、将棋とチェスはそこそこわかるが、囲碁はルールを知っている程度。場の展開の有利・不利がどうにも見通せない、というレベルに過ぎない。だが、囲碁というゲームの複雑さや、先を読むことの難しさを思うと、ここまでの囲碁用AIが作れたことには、感嘆を禁じえない。囲碁は、ゲーム理論の世界では「二人ゼロサム有限確定完全情報ゲーム」と呼ばれる。意思決定に関わる情報のすべてが盤面に存在するため、コンピュータにとっては比較的与し易いものとされ、AI研究の初期から研究が続けられてきた。それでも囲碁と将棋は難しく、プロに確実に勝つソフトを作るのは、一つの目標とされてきた。(本文より)小寺・西田の「金曜ランチビュッフェ　はこちらから→http://yakan-hiko.com/kode-nishi.html

トップアスリートや大企業の経営者のブレイントレーニングを手掛け、 各界に成功者を続々と輩出している西田文郎の特別講演、第18弾！ 普段はごく限られた人々しか聞くことができない、 メンタルトレーニングのパイオニア・西田文郎の特別講演の模様を収録しております。 本シリーズの第18弾は、「人工知能と人間」に焦点をあてた講演内容になります。 近年の著しい科学の進歩や技術開発により、 ロボットや人工知能が私たちの生活でも身近な存在になりました。 そんなロボットや人工知能と、人間は今後どの様に付き合って行けば良いのか。 人工知能に支配されず、人間が人間らしく生きるにはどうすれば良いのか。 長年に渡って脳のしくみを研究し、「人間の脳」に秘められた可能性を知り尽くす西田文郎が、 これからの人類の生き方について専門的な切り口から解説します。 Jリーガーやプロ野球選手をはじめ、数々のトップアスリートのメンタルトーレーニングを行い、 北京オリンピック女子ソフトボール日本代表選手を金メダルへ導くなど、 数多くの実績を持つ西田文郎の講演を是非ご堪能ください。

This book will teach you to: understand what AI and machine learning are, and learn about new developments like ChatGPT; discover strategies for engaging students more fully using AI; automate administrative tasks, grading and feedback, and assessments; use AI in innovative ways to promote higher-order thinking skills; and examine ethical considerations of AI, including the achievement gap, privacy concerns, and bias.

In this comprehensive guide, authors Kelly Shortridge and Aaron Rinehart help you navigate the challenges of sustaining resilience in complex software systems by using the principles and practices of security chaos engineering. By preparing for adverse events, you can ensure they don't disrupt your ability to innovate, move quickly, and achieve your engineering and business goals.

"The Missing Training Manual: Security Operations Center", addressed the gap between the theoretical knowledge and practical skills required for SOC analysts. The book provides a comprehensive guide to SOC Operations, covering topics such as threat intelligence analysis, incident response, and vulnerability management, among other areas.

In The DevSecOps Playbook: Deliver Continuous Security at Speed, the chief information and information security officer at Wiley, Sean D. Mack, delivers an insightful and practical discussion of how to keep your business secure. You'll learn how to leverage the classic triad of people, process, and technology to build strong cybersecurity infrastructure and practices. You'll also discover the shared responsibility model at the core of DevSecOps as you explore the principles and best practices that make up contemporary frameworks.

From the telegraph and telephone in the 1800s to the internet and social media in our own day, the public has welcomed new communication systems. Whenever people gain more power to share information, the assumption goes, society prospers. Superbloom tells a startlingly different story. As communication becomes more mechanized and efficient, it breeds confusion more than understanding, strife more than harmony. Media technologies all too often bring out the worst in us.

Neither a protest against AI, nor a speculative work on how AI could replace humans, Algorithms of Armageddon provides a time-critical understanding of why AI is being implemented through state weaponization, the realities for the global power balance, and more importantly, U.S. national security.

Skip the iPhone, the iPod, and the Macintosh. If you want to understand how Apple Inc. became an industry behemoth, look no further than the 1977 Apple II. The Apple II was a versatile piece of hardware, but its most compelling story isn't found in the feat of its engineering, the personalities of Apple's founders, or the way it set the stage for the company's multibillion-dollar future. Instead, historian Laine Nooney shows, what made the Apple II iconic was its software.

Are you contemplating a transition into a rewarding career as a software developer? Have you always been fascinated by programming languages and enjoyed tinkering with technology? This book is your gateway to mastering C# programming, one of the most powerful and versatile languages in the software development world.

In this book, the fifth book in the series, you will become comfortable with creating your own RPG. If you were ever interested in creating systems for your game to speed-up your coding and create and maintain levels easily, then this book is for you.

Designers and managers hope their products become essential for users-integrated into their lives like Instagram, Lyft, and others have become. Such deep integration isn't accidental: it's a process of careful design and iterative learning, especially for technology companies. This guide shows you how to apply behavioral science—research that supports many products—to help your users achieve their goals using your product.