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Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations. The book addresses real-life problems faced by practitioners on a daily basis and explains scientifically sound solutions using math, supported by code and examples.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

筆者はこれまで、メルマガなどで各地・各学校でのIT機器（主にタブレット）の導入について、いくつもの事例をご紹介しつつ、様々な観点で情報をお伝えしてきた。そこでは、筆者なりの「現場への導入はどうあるべきか」というイメージがあった。今回は、そうした話を一度総括したいと思う。その上で、個々の事例がどうこうということよりも、「どういう議論があり」「どういう条件を大切にすべきか」という意見を述べてみたい。これはあくまでたたき台であり、今からお話する内容が正しい、と主張するつもりはない。しかし、現状で、多くの人にとって「観点」が示されていない現状では、まずそれを整理することが重要、と考える。みなさんも、ここに示す条件について、ご自身の意見を考えてみていただけると幸いだ。(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

NHKラジオ第2放送「文化講演会」をオーディオブック化しました。 脳は一生完成しない作品である!逆境と自己批評が脳を育てる!人間の脳を活性化させるために何が重要なのか、脳科学者の茂木健一郎氏が多面的に語ります。(2007年4月22日収録・オムロン文化フォーラム)

This gripping narrative explores today's scientific pursuit of immortality, with exclusive visits inside Silicon Valley labs and interviews with the visionaries who believe we will soon crack into the aging process and cure death. We live in an age when billionaires are betting their fortunes on laboratory advances to prove aging unnecessary and death a disease that can be cured.

The Age of Living Machines describes some of the most exciting new developments and the scientists and engineers who helped create them. Virus-built batteries. Protein-based water filters. Cancer-detecting nanoparticles. Mind-reading bionic limbs. Computer-engineered crops. Together they highlight the promise of the technology revolution of the 21st century to overcome some of the greatest humanitarian, medical, and environmental challenges of our time.

Clarence L. "Kelly" Johnson led the design of such crucial aircraft as the P-38 and Constellation, but he will be more remembered for the U-2 and SR-71 spy planes. His extraordinary leadership of the Lockheed "Skunk Works" cemented his reputation as a legendary figure in American aerospace management.

Smart Phone Dumb Phone rewires our relationship to technology. By unravelling the brainwashing process behind our addictive behaviour, we are freed from dependence and can reassert control over our time and productivity. Including 20 practical steps to help you along your way, this wonderful guide will release you from the clutches of your smartphone and allow you to live in the moment. It truly is the easyway.

How well does your organization respond to changing market conditions, customer needs, and emerging technologies when building software-based products? This practical guide presents Lean and Agile principles and patterns to help you move fast at scale - and demonstrates why and how to apply these methodologies throughout your organization. Through case studies, you'll learn how successful enterprises have rethought everything from governance and financial management to systems architecture and organizational culture in the pursuit of radically improved performance.

Hidden beneath the surface of the internet, a new, stark reality is looming - one that cuts to the very heart of our endless debates about the impact of AI. Anthropologist Mary L. Gray and computer scientist Siddharth Suri team up to unveil how services delivered by companies like Amazon, Google, Microsoft, and Uber can only function smoothly thanks to the judgment and experience of a vast, invisible human labor force. These people doing "ghost work" make the internet seem smart. An estimated 8 percent of Americans have worked at least once in this "ghost economy".

The remarkable inside story of how Instagram became the hottest website on Earth. With astonishing access to all the key players, she recounts the fateful meeting of the Instagram founders in 2010. She explores the company’s unlikely acquisition by Facebook and the internal clashes over whether it could retain its autonomy. And she reveals how when Facebook entered a tailspin brought about by data misuse and fake news, it was Instagram that came to the rescue. But this is not just a Silicon Valley story. No Filter reveals how Instagram has transformed global society.

It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills - and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These "bots" started with human programming and logic, but now their reach extends beyond what their creators ever expected.

Every day, we use our computers to perform remarkable feats. A simple web search picks out a handful of relevant needles from the world's biggest haystack. Uploading a photo to Facebook transmits millions of pieces of information over numerous error-prone network links, yet somehow a perfect copy of the photo arrives intact. Without even knowing it, we use public-key cryptography to transmit secret information like credit card numbers, and we use digital signatures to verify the identity of the websites we visit.

Chris Anderson takes you to the front lines of a new industrial revolution as today’s entrepreneurs, using open source design and 3-D printing, bring manufacturing to the desktop. In an age of custom-fabricated, do-it-yourself product design and creation, the collective potential of a million garage tinkerers and enthusiasts is about to be unleashed, driving a resurgence of American manufacturing. A generation of "Makers" using the Web’s innovation model will help drive the next big wave in the global economy, as the new technologies of digital design and rapid prototyping gives everyone the power to invent.

In simple and easy-to-understand language, this book provides you with the knowledge and tools to recognize and counteract cyber threats, helping you navigate the digital world with confidence and security.

In How To Think About AI, Richard Susskind draws on his experience of working on AI since the early 1980s. For Susskind, balancing the benefits and threats of artificial intelligence is the defining challenge of our age. He explores the history of AI and possible scenarios for its future. His views on AI are not always conventional. He positions ChatGPT and generative AI as no more than the latest chapter in the ongoing story of AI and claims we are still at the foothills of developments.

You're probably aware that generative AI can output quality text and create stunning images in seconds. But smart managers are now using gen AI for high-level work—problem-solving, driving innovation, strategic thinking, and dozens of other applications. Managers who develop their generative AI capabilities will soon be leaping ahead of those who don't. Fortunately, you can start today and see immediate results. The HBR Guide to Generative AI for Managers is packed with practical tips, prompts, and case studies to accelerate and improve countless aspects of your work.

The AI revolution is happening now. Software developers who embrace AI will be best positioned to thrive in the future. This concise book provides a crucial foundation in the core concepts driving this transformative technology, including: Machine Learning: How algorithms learn from data to make predictions.

Algorithms, machine learning, generative AI. With the latest advancements in technology, data is taking center stage in organizations. But without a clear plan for how you're storing, integrating, and gaining value from that information, your company will be at risk—and fall behind. If you read (or listen to) nothing else on setting a data strategy in your organization, listen to these ten articles.

Expanded and extended, this new edition of ChatGPT for Dummies covers the latest tools, models, and options available on the popular generative AI platform. You'll learn best practices for using ChatGPT as a text and media generation tool, research assistant, and content reviewer.