Human Machine Learning

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.

In this groundbreaking and practical guide, teachers will discover how to harness and manage AI as a powerful teaching tool. Jose Antonio Bowen and C. Edward Watson present emerging and powerful research on the seismic changes AI is already creating in schools and the workplace, providing invaluable insights into what AI can accomplish in the classroom and beyond.

Hugh Howey is known for crafting riveting and immersive tales of boundless imagination. Now comes Machine Learning, an impressive collection of Howey's science fiction and fantasy short fiction, including three stories set in the world of Wool, two never-before-published tales written exclusively for this volume, and 15 additional stories collected here for the first time. These stories explore everything from artificial intelligence to parallel universes to video games, and each story is accompanied by an author's note.

In this updated and expanded edition of Human + Machine—including a new chapter on gen AI—Daugherty and Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization, whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly—or completely reimagine them.

In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent - really - are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.

The “groundbreaking, magisterial, alarming”(Financial Times) exposé of the unprecedented form of power called "surveillance capitalism," and the quest by powerful corporations to predict and control our behavior The heady optimism of the Internet’s early days has turned dark. Surveillance...

The Neuroscience of Learning: How Brain Science and AI Can Elevate Your Learning What if you could learn faster, retain information more effectively, and unlock hidden potential within your mind? In The Neuroscience of Learning, discover the groundbreaking science behind how we learn and the practical applications that can make us all better learners. Blending leading-edge neuroscience with everyday insights, this book offers a transmutative look at how our brains function during learning, the influence of emotions and motivation, and the remarkable ways our brains’ neuroplasticity allows...

What if you could turn raw data into powerful, responsible intelligence without a PhD in computer science? Building a Comprehensive AI Model is your roadmap to designing, training, fine-tuning, and deploying cutting-edge AI systems. From your very first classifier to state-of-the-art Large Language Models and Generative AI with a peek at DeepSeek. Marc Stanford demystifies the entire workflow, enabling you to create technology that ethically transforms industries. Inside, you'll master: • Collecting & cleaning data like a pro; no more 'garbage in, garbage out.' • Choosing the right ...

Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning about - and solving - an extraordinary range of problems, from the mundane to the most daunting. Today it is machine learning programs that enable Amazon and Netflix to predict what users will like, Apple to power Siri's ability to understand voices, and Google to pilot cars.

As Artificial Intelligence (AI) becomes more dynamic and ubiquitous, it is dramatically empowering people in all walks of life while also giving rise to urgent questions about the future of humanity—a historic challenge whose contours and consequences are revealed by three eminent thinkers in...

The author of this book has crafted an accessible introduction that demystifies machine learning without sacrificing accuracy or depth. By focusing on intuitive explanations, practical examples, and real-world applications, this guide bridges the gap between complex technical concepts and practical understanding. Whether you're a student considering a career in technology, a professional looking to understand how AI might impact your industry, or simply a curious individual wanting to understand the algorithms that increasingly shape our world, this book provides the foundation you need.

Three of the world’s most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society—and what this technology means for us all. An AI learned to win chess by making moves human grand masters had never conceived. Another...

In 2012, a neural network called AlexNet shocked the world by crushing the ImageNet competition. That single event ignited the modern deep learning revolution, propelling artificial intelligence from a laboratory curiosity into the economic and cultural force we know today. What was once science fiction—machines that see, hear, and converse—suddenly felt inevitable. The breakthroughs that followed transformed medicine, transportation, entertainment, and the global economy itself.

To most of us, it seems like recent developments in artificial intelligence emerged out of nowhere to pose unprecedented threats to humankind. But to Dr. Joy Buolamwini, who has been at the forefront of AI research, this moment has been a long time in the making.

Think machines "think" like people? They don't — and that’s the good news. The Machine and the Mind cuts through the hype with clear analogies, tiny thought experiments, and just enough tech to be useful. In short chapters you’ll see neurons vs. transistors, sticky notes vs. databases, pet tricks vs. reinforcement learning, and why a chess victory doesn’t mean a machine understands the world. You’ll finish knowing how memory, learning, decision-making, language, and creativity work in both brains and machines, when to trust an algorithm and when to whistle for a second opinion, ...

This is the first reference book on intelligent automation (IA). Also called hyperautomation, it is one of the most recent trends in the field of artificial intelligence. IA is a cutting-edge combination of methods and technologies involving people, organizations, machine learning, low-code platforms, robotic process automation (RPA), and more. This book is for everyone - whether you are an experienced practitioner, new to the topic, or simply interested in what the future holds for enterprises, work, life, and society as a whole.

Ned discovers a hard truth about his past but will it also endanger the future of the universe? After reconnecting with an old acquaintance, Hank’s AI companion is on the hunt for more information and it just might bring them closer than ever to Twain. But the old Enemy AI has a few tricks up his sleeve. And while they pursue the villain, the crew also find themselves in the crosshairs. Having angered a shadowy sect, the hunters become the hunted.

Get ready to step into the fascinating world of Machine Learning with "Machine Learning Essentials," your comprehensive guide to unraveling the mysteries and mastering the complexities of this crucial and ever-evolving field. Our journey starts with foundational insights, unraveling the rich history and key principles that drive Machine Learning. Understand why this powerful tool is becoming a pivot point for organizations worldwide, touching virtually every industry. Ever wondered what's behind the "magic" of Machine Learning Algorithms? Delve into the types and inner workings of these ...

The most powerful weapon in business today is the alliance between the mathematical smarts of machines and the imaginative human intellect of great leaders. Together they make the mathematical corporation, the business model of the future. We are at a once-in-a-decade breaking point similar to...

The AI revolution is here, poised to upend every industry in its wake. But how will this new technology actually change how we build companies? In the face of algorithms and machine learning, intangibles that are uniquely human—skills like creativity, adaptability and leadership—will be the clear drivers for growth. Creating the Intangible Enterprise explains how AI will fundamentally change the landscape and, most importantly, shows leaders how to leverage the uniquely human skills—like emotional intelligence, critical thinking, and communication—that will become even more valuable...