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Why Machines Learn
- The Elegant Math Behind Modern AI
- Narrado por: Rene Ruiz
- Duración: 13 h y 30 m
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Resumen del Editor
A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligence
Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding whether someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study of genomes, extra-solar planets, even the intricacies of quantum systems. And all this before large language models such as ChatGPT came on the scene.
We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning, while suggesting intriguing links between artificial and natural intelligence. Might the same math underpin them both?
As Ananthaswamy resonantly concludes, to make safe and effective use of artificial intelligence, we need to understand its profound capabilities and limitations, the clues to which lie in the math that makes machine learning possible.
*This audiobook contains a PDF of equations, graphs, and illustrations.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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Reseñas de la Crítica
“An inspiring introduction to the mathematics of AI.”—Arthur I. Miller, author of The Artist in the Machine: The World of AI-Powered Creativity
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“After just a few minutes of reading Why Machines Learn, you’ll feel your own synaptic weights getting updated. By the end you will have achieved your own version of deep learning—with deep pleasure and insight along the way.”—Steven Strogatz, New York Times bestselling author of Infinite Powers and professor of mathematics at Cornell University
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Historia
How the Earth Works takes you on an astonishing journey through time and space. In 48 lectures, you will look at what went into making our planet - from the big bang, to the formation of the solar system, to the subsequent evolution of Earth.
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Excellent course
- De Doug B. en 05-23-19
De: Michael E. Wysession, y otros
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Napoleon's Hemorrhoids…And Other Small Events That Changed History
- De: Phil Mason
- Narrado por: LJ Ganser
- Duración: 8 h y 13 m
- Versión completa
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Hilarious, fascinating, and a roller coaster of dizzying, historical what-ifs, Napoleon's Hemorrhoids is a potpourri for serious historians and casual history buffs. In one of Phil Mason's many revelations, you'll learn that Communist jets were two minutes away from opening fire on American planes during the Cuban missile crisis, when they had to turn back as they were running out of fuel. You'll discover that before the Battle of Waterloo, Napoleon's painful hemorrhoids prevented him from mounting his horse to survey the battlefield.
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They just throw the facts too fast
- De Concerned_llama en 12-11-20
De: Phil Mason
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Chemistry and Our Universe
- How It All Works
- De: Ron B. Davis, The Great Courses
- Narrado por: Ron B. Davis
- Duración: 30 h y 6 m
- Grabación Original
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Chemistry and Our Universe: How It All Works is your in-depth introduction to this vital field, taught through 60 engaging half-hour lectures that are suitable for any background or none at all. Covering a year’s worth of introductory general chemistry at the college level, plus intriguing topics that are rarely discussed in the classroom, this amazingly comprehensive course requires nothing more advanced than high-school math. Your guide is Professor Ron B. Davis, Jr., a research chemist and award-winning teacher at Georgetown University.
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Great Professor, Hard to Follow.
- De Jen en 05-14-19
De: Ron B. Davis, y otros
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Ranger Confidential
- Living, Working, and Dying in the National Parks
- De: Andrea Lankford
- Narrado por: Julia Motyka
- Duración: 9 h y 28 m
- Versión completa
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The real stories behind the scenery of America’s national parks. For 12 years, Andrea Lankford lived in the biggest, most impressive national parks in the world, working a job she loved. She chaperoned baby sea turtles on their journey to sea. She pursued bad guys on her galloping patrol horse. She jumped into rescue helicopters bound for the heart of the Grand Canyon. She won arguments with bears. She slept with a few too many rattlesnakes. Hell yeah, it was the best job in the world! Fortunately, Andrea survived it.
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Depressing from Cover to Cover
- De Drew (@drewsant) en 04-13-15
De: Andrea Lankford
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Reentry
- SpaceX, Elon Musk, and the Reusable Rockets That Launched a Second Space Age
- De: Eric Berger
- Narrado por: Rob Shapiro
- Duración: 12 h y 59 m
- Versión completa
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From launchpad explosions to a pernicious cricket infestation to the demanding management style of Musk himself, the rise of SpaceX was beset with challenges and far from inevitable. Find out how the startup beat the odds and flew high enough to outpace their rivals... and where they're going next.
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Appreciated the engineering details
- De Will en 10-19-24
De: Eric Berger
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Naked Statistics
- Stripping the Dread from the Data
- De: Charles Wheelan
- Narrado por: Jonathan Davis
- Duración: 10 h y 48 m
- Versión completa
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Historia
From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you'll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.
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Starts well then becomes non-Audible
- De Michael en 09-07-13
De: Charles Wheelan
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Cosmic Queries
- StarTalk’s Guide to Who We Are, How We Got Here, and Where We’re Going
- De: James Trefil, Lindsey N. Walker - editor, Neil deGrasse Tyson
- Narrado por: Neil deGrasse Tyson, Lauren Fortgang
- Duración: 6 h y 18 m
- Versión completa
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In this illuminating audiobook, Tyson and coauthor James Trefil, a renowned physicist and science popularizer, take on the big questions that humanity has been posing for millennia - How did life begin? What is our place in the universe? Are we alone? - and provide answers based on the most current data, observations, and theories.
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Not worth it
- De Daniel Earl en 03-15-21
De: James Trefil, y otros
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Inspired
- How to Create Tech Products Customers Love, Second Edition
- De: Marty Cagan
- Narrado por: Marty Cagan
- Duración: 7 h y 45 m
- Versión completa
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How do today's most successful tech companies - Amazon, Google, Facebook, Netflix, Tesla - design, develop, and deploy the products that have earned the love of literally billions of people around the world? Perhaps surprisingly, they do it very differently from the vast majority of tech companies. In Inspired, technology product management thought leader Marty Cagan provides listeners with a master class in how to structure and staff a vibrant and successful product organization and how to discover and deliver technology products that your customers will love.
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Great book, terrible audio wanted to ask a refund
- De Srikanth Ramanujam en 11-15-18
De: Marty Cagan
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The Man Who Wasn't There
- Investigations into the Strange New Science of the Self
- De: Anil Ananthaswamy
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In the tradition of Oliver Sacks, a tour of the latest neuroscience of schizophrenia, autism, Alzheimer’s disease, ecstatic epilepsy, Cotard’s syndrome, out-of-body experiences, and other disorders - revealing the awesome power of the human sense of self from a master of science journalism. Anil Ananthaswamy’s extensive in-depth interviews venture into the lives of individuals who offer perspectives that will change how you think about who you are.
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One of the best books I've ever listened to about how the mind may work
- De mark martin en 08-08-15
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Everything Is Predictable
- How Bayesian Statistics Explain Our World
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At its simplest, Bayes’s theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event. But in Everything Is Predictable, Tom Chivers lays out how it affects every aspect of our lives. He explains why highly accurate screening tests can lead to false positives and how a failure to account for it in court has put innocent people in jail. A cornerstone of rational thought, many argue that Bayes’s theorem is a description of almost everything. But who was the man who lent his name to this theorem?
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I was looking forward to this. What a disappointment.
- De Alessandro Fadini en 06-28-24
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AI and Machine Learning for Coders
- A Programmer's Guide to Artificial Intelligence
- De: Laurence Moroney
- Narrado por: Timothy Howard Jackson
- Duración: 9 h y 17 m
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If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
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Perfect introduction to machine, learning, and artificial intelligence for any programmer!
- De Luc en 08-11-23
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Mastering AI
- A Survival Guide to Our Superpowered Future
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- Duración: 10 h y 29 m
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Within the next five years, Jeremy Kahn predicts, AI will disrupt almost every industry and enterprise, with vastly increased efficiency and productivity. It will restructure the workforce, making AI copilots a must for every knowledge worker. It will compel us to reimagine how we make art, compose music, and write and publish books. The potential of generative AI to extend our skills, talents, and creativity as humans is undeniably exciting and promising. But while this new technology has a bright future, it also casts a dark and fearful shadow.
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Worth the read
- De Richard Heimann en 09-16-24
De: Jeremy Kahn
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Programming with GitHub Copilot
- Write Better Code—Faster!
- De: Kurt Dowswell
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- Duración: 5 h y 38 m
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Veteran software developer and GitHub community hero Kurt Dowswell delivers an insightful and hands-on exploration of GitHub's powerful, new AI coding assistant, Copilot. In the book, you'll discover how to use the tool's capabilities to push the boundaries of what you thought was possible in programming. Even if you've used autocomplete tools-like VS Code's TabNine extension—before, you'll be floored by GitHub Copilot's potential to transform the way you code.
De: Kurt Dowswell
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Through Two Doors at Once
- The Elegant Experiment That Captures the Enigma of Our Quantum Reality
- De: Anil Ananthaswamy
- Narrado por: René Ruiz
- Duración: 7 h y 36 m
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The intellectual adventure story of the "double-slit" experiment, showing how a sunbeam split into two paths first challenged our understanding of light and then the nature of reality itself - and continues to almost 200 years later. Through Two Doors at Once celebrates the elegant simplicity of an iconic experiment and its profound reach. With his extraordinarily gifted eloquence, Anil Ananthaswamy travels around the world, through history and down to the smallest scales of physical reality we have yet fathomed. It is the most fantastic voyage you can take.
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Excellent exposition of the conundrum
- De GLYNN A en 08-14-18
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The Man Who Wasn't There
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- De: Anil Ananthaswamy
- Narrado por: Rene Ruiz
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In the tradition of Oliver Sacks, a tour of the latest neuroscience of schizophrenia, autism, Alzheimer’s disease, ecstatic epilepsy, Cotard’s syndrome, out-of-body experiences, and other disorders - revealing the awesome power of the human sense of self from a master of science journalism. Anil Ananthaswamy’s extensive in-depth interviews venture into the lives of individuals who offer perspectives that will change how you think about who you are.
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One of the best books I've ever listened to about how the mind may work
- De mark martin en 08-08-15
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Everything Is Predictable
- How Bayesian Statistics Explain Our World
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- Narrado por: Tom Chivers
- Duración: 8 h y 7 m
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At its simplest, Bayes’s theorem describes the probability of an event, based on prior knowledge of conditions that might be related to the event. But in Everything Is Predictable, Tom Chivers lays out how it affects every aspect of our lives. He explains why highly accurate screening tests can lead to false positives and how a failure to account for it in court has put innocent people in jail. A cornerstone of rational thought, many argue that Bayes’s theorem is a description of almost everything. But who was the man who lent his name to this theorem?
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I was looking forward to this. What a disappointment.
- De Alessandro Fadini en 06-28-24
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AI and Machine Learning for Coders
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If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.
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- De Luc en 08-11-23
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Mastering AI
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Within the next five years, Jeremy Kahn predicts, AI will disrupt almost every industry and enterprise, with vastly increased efficiency and productivity. It will restructure the workforce, making AI copilots a must for every knowledge worker. It will compel us to reimagine how we make art, compose music, and write and publish books. The potential of generative AI to extend our skills, talents, and creativity as humans is undeniably exciting and promising. But while this new technology has a bright future, it also casts a dark and fearful shadow.
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Worth the read
- De Richard Heimann en 09-16-24
De: Jeremy Kahn
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Programming with GitHub Copilot
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Veteran software developer and GitHub community hero Kurt Dowswell delivers an insightful and hands-on exploration of GitHub's powerful, new AI coding assistant, Copilot. In the book, you'll discover how to use the tool's capabilities to push the boundaries of what you thought was possible in programming. Even if you've used autocomplete tools-like VS Code's TabNine extension—before, you'll be floored by GitHub Copilot's potential to transform the way you code.
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The intellectual adventure story of the "double-slit" experiment, showing how a sunbeam split into two paths first challenged our understanding of light and then the nature of reality itself - and continues to almost 200 years later. Through Two Doors at Once celebrates the elegant simplicity of an iconic experiment and its profound reach. With his extraordinarily gifted eloquence, Anil Ananthaswamy travels around the world, through history and down to the smallest scales of physical reality we have yet fathomed. It is the most fantastic voyage you can take.
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Excellent exposition of the conundrum
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The Edge of Physics
- A Journey to Earth's Extremes to Unlock the Secrets of the Universe
- De: Anil Ananthaswamy
- Narrado por: L. J. Ganser
- Duración: 12 h y 6 m
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In this deeply original book, science writer Anil Ananthaswamy sets out in search of the telescopes and detectors that promise to answer the biggest questions in modern cosmology. Why is the universe expanding at an ever faster rate? What is the nature of the "dark matter" that makes up almost a quarter of the universe? Why does the universe appear fine-tuned for life? Are there others besides our own?
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Physics ain't for wussies!
- De Amazon Customer en 06-05-10
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Bernoulli's Fallacy
- Statistical Illogic and the Crisis of Modern Science
- De: Aubrey Clayton
- Narrado por: Tim H. Dixon
- Duración: 15 h y 14 m
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Aubrey Clayton traces the history of how statistics went astray, beginning with the groundbreaking work of the 17th-century mathematician Jacob Bernoulli and winding through gambling, astronomy, and genetics. Clayton recounts the feuds among rival schools of statistics, exploring the surprisingly human problems that gave rise to the discipline and the all-too-human shortcomings that derailed it.
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Rigorously Bayesian
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De: Aubrey Clayton
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AI Snake Oil
- What Artificial Intelligence Can Do, What It Can’t, and How to Tell the Difference
- De: Arvind Narayanan, Sayash Kapoor
- Narrado por: Landon Woodson
- Duración: 9 h y 58 m
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Confused about AI and worried about what it means for your future and the future of the world? You’re not alone. AI is everywhere—and few things are surrounded by so much hype, misinformation, and misunderstanding. In AI Snake Oil, computer scientists Arvind Narayanan and Sayash Kapoor cut through the confusion to give you an essential understanding of how AI works, why it often doesn’t, where it might be useful or harmful, and when you should suspect that companies are using AI hype to sell AI snake oil—products that don’t work, and probably never will.
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Timely, in-depth and accessible
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De: Arvind Narayanan, y otros
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A Brief History of Intelligence
- Evolution, AI, and the Five Breakthroughs That Made Our Brains
- De: Max Bennett
- Narrado por: George Newbern
- Duración: 12 h y 17 m
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Equal parts Sapiens, Behave, and Superintelligence, but wholly original in scope, A Brief History of Intelligence offers a paradigm shift for how we understand neuroscience and AI. Artificial intelligence entrepreneur Max Bennett chronicles the five “breakthroughs” in the evolution of human intelligence and reveals what brains of the past can tell us about the AI of tomorrow.
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Flawed fundamental assumptions, good function rvw
- De Duane Leet en 06-01-24
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Generative Artificial Intelligence for Beginners
- Unravel the Mysteries of AI with Ease and Confidence through Practical Guides, Ethical Insights, and Real-World Applications
- De: Gwen Taylor
- Narrado por: Lee Goettl
- Duración: 4 h y 35 m
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Are you curious about AI but overwhelmed by tech jargon? Are you wondering how AI could revolutionize your daily life or business but unsure where to start? Are you intimidated by the rapid advancements in AI technology? You're in the right place. This guide is crafted for anyone eager to dive into AI, from complete novices to those with a tech background. It provides a clear, jargon-free introduction to Generative AI.
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Seems AI generated
- De Pap Lőrinc en 07-20-24
De: Gwen Taylor
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Artificial Intelligence
- A Guide for Thinking Humans
- De: Melanie Mitchell
- Narrado por: Abby Craden, Melanie Mitchell, Tony Wolf
- Duración: 9 h y 33 m
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Historia
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.
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Start understanding AI right here!
- De Chad M. en 01-26-20
De: Melanie Mitchell
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The Self-Assembling Brain
- How Neural Networks Grow Smarter
- De: Peter Robin Hiesinger
- Narrado por: Joel Richards
- Duración: 12 h y 22 m
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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.
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Not a Casual Read, Substantial
- De Dan Collins en 10-04-24
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Co-Intelligence
- Living and Working with AI
- De: Ethan Mollick
- Narrado por: Ethan Mollick
- Duración: 4 h y 39 m
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Something new entered our world in November 2022—the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI.
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great intro book marred by poor narration
- De Amazon Customer en 04-14-24
De: Ethan Mollick
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The Deep Learning Revolution
- De: Terrence J. Sejnowski
- Narrado por: Shawn Compton
- Duración: 8 h y 5 m
- Versión completa
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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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Probably the best audio book available on Deep Learning
- De Charlie en 03-01-19
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Neural Networks for Beginners
- An Easy Textbook for Machine Learning Fundamentals to Guide You Implementing Neural Networks with Python and Deep Learning (Artificial Intelligence)
- De: Russel R. Russo
- Narrado por: Zachary Zaba
- Duración: 3 h y 6 m
- Versión completa
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Either if you want to start your own AI enterprise, to empower your business or to work in the greatest and most innovative companies, Artificial Intelligence is the future, and neural networks programming is the skill you want to have. The good news is that there is no exclusive club, you can easily (if you commit, of course) learn how to program and use neural networks, and to do that Neural Networks for Beginners is the perfect way.
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Horrible, a waste of money
- De Paul_Seattle en 04-06-21
De: Russel R. Russo
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Do No Harm: The People Who Amputate Their Perfectly Healthy Limbs, and the Doctors Who Help Them
- De: Anil Ananthaswamy
- Narrado por: Anna Pickard
- Duración: 49 m
- Versión completa
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General
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All his life, David has been afflicted by a strange and uncomfortable feeling: that his leg belongs to somebody else. It's left him angst-ridden, depressed and confused - and after years of torment, the only way he can think to is to get rid of it completely. In this disturbing, award-winning investigation from the science and technology publisher MATTER, acclaimed writer Anil Ananthaswamy delves accompanies one man as he travels the world to get the illicit surgery he craves.
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Very interesting.
- De MomToAGenius en 12-05-23
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The Singularity Is Nearer
- When We Merge with AI
- De: Ray Kurzweil
- Narrado por: Adam Barr
- Duración: 10 h y 25 m
- Versión completa
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Since it was first published in 2005, Ray Kurzweil's The Singularity Is Near and its vision of the future have been influential in spawning a worldwide movement with millions of followers, hundreds of books, major films, and thousands of articles. During the succeeding decade, many of Kurzweil's predictions about technological advancements have been borne out, and their viability has become familiar to the public through such now commonplace concepts. In this entirely new book Ray Kurzweil brings a fresh perspective to advances in the singularity.
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victory lap
- De Anonymous User en 06-30-24
De: Ray Kurzweil