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Why Machines Learn
- The Elegant Math Behind Modern AI
- Narrated by: Rene Ruiz
- Length: 13 hrs and 30 mins
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Why Machines Learn
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Publisher's summary
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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“An inspiring introduction to the mathematics of AI.”—Arthur I. Miller, author of The Artist in the Machine: The World of AI-Powered Creativity
“Some books about the development of neural networks describe the underlying mathematics while others describe the social history. This book presents the mathematics in the context of the social history. It is a masterpiece. The author is very good at explaining the mathematics in a way that makes it available to people with only a rudimentary knowledge of the field, but he is also a very good writer who brings the social history to life.”—Geoffrey Hinton, deep learning pioneer, Turing Award winner, former VP at Google, and Professor Emeritus at University of Toronto
“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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Astrophysicist Neil deGrasse Tyson has attracted one of the world’s largest online followings with his fascinating, widely accessible insights into science and our universe. Now, Tyson invites us to go behind the scenes of his public fame by unveiling his candid correspondence with people across the globe who have sought him out in search of answers. In this hand-picked collection of 100 letters, Tyson draws upon cosmic perspectives to address a vast array of questions about science, faith, philosophy, life, and of course, Pluto.
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4 out of 5 stars
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Dear Neil...
- By Tina G. on 10-14-19
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The Selfish Gene
- By: Richard Dawkins
- Narrated by: Richard Dawkins, Lalla Ward
- Length: 16 hrs and 12 mins
- Unabridged
-
Overall4.5 out of 5 stars 8,913
-
Performance4.5 out of 5 stars 7,532
-
Story4.5 out of 5 stars 7,454
Richard Dawkins' brilliant reformulation of the theory of natural selection has the rare distinction of having provoked as much excitement and interest outside the scientific community as within it. His theories have helped change the whole nature of the study of social biology, and have forced thousands to rethink their beliefs about life.
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5 out of 5 stars
-
Better than print!
- By J. D. May on 07-31-12
By: Richard Dawkins
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How the Earth Works
- By: Michael E. Wysession, The Great Courses
- Narrated by: Michael E. Wysession
- Length: 24 hrs and 31 mins
- Original Recording
-
Overall4.5 out of 5 stars 1,713
-
Performance4.5 out of 5 stars 1,497
-
Story4.5 out of 5 stars 1,479
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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5 out of 5 stars
-
Excellent course
- By Doug B. on 05-23-19
By: Michael E. Wysession, and others
-
Chemistry and Our Universe
- How It All Works
- By: Ron B. Davis, The Great Courses
- Narrated by: Ron B. Davis
- Length: 30 hrs and 6 mins
- Original Recording
-
Overall4.5 out of 5 stars 516
-
Performance4.5 out of 5 stars 409
-
Story4.5 out of 5 stars 405
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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4 out of 5 stars
-
Great Professor, Hard to Follow.
- By Jen on 05-14-19
By: Ron B. Davis, and others
-
Reentry
- SpaceX, Elon Musk, and the Reusable Rockets That Launched a Second Space Age
- By: Eric Berger
- Narrated by: Rob Shapiro
- Length: 12 hrs and 59 mins
- Unabridged
-
Overall5 out of 5 stars 99
-
Performance5 out of 5 stars 95
-
Story5 out of 5 stars 95
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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3 out of 5 stars
-
Misplaced focus
- By Sam on 10-01-24
By: Eric Berger
-
Welcome to the Universe
- An Astrophysical Tour
- By: Michael A. Strauss, J. Richard Gott, Neil deGrasse Tyson
- Narrated by: Michael Butler Murray
- Length: 17 hrs and 53 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,364
-
Performance4.5 out of 5 stars 1,206
-
Story4.5 out of 5 stars 1,201
Welcome to the Universe is a personal guided tour of the cosmos by three of today's leading astrophysicists. Inspired by the enormously popular introductory astronomy course that Neil deGrasse Tyson, Michael A. Strauss, and J. Richard Gott taught together at Princeton, this book covers it all - from planets, stars, and galaxies to black holes, wormholes, and time travel.
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3 out of 5 stars
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All About What We Know About the Universe - ALL
- By J.B. on 02-17-17
By: Michael A. Strauss, and others
-
Inspired
- How to Create Tech Products Customers Love, Second Edition
- By: Marty Cagan
- Narrated by: Marty Cagan
- Length: 7 hrs and 45 mins
- Unabridged
-
Overall4.5 out of 5 stars 2,672
-
Performance4.5 out of 5 stars 2,175
-
Story4.5 out of 5 stars 2,149
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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4 out of 5 stars
-
Great book, terrible audio wanted to ask a refund
- By Srikanth Ramanujam on 11-15-18
By: Marty Cagan
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Ranger Confidential
- Living, Working, and Dying in the National Parks
- By: Andrea Lankford
- Narrated by: Julia Motyka
- Length: 9 hrs and 28 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,272
-
Performance4.5 out of 5 stars 1,136
-
Story4.5 out of 5 stars 1,133
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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3 out of 5 stars
-
Depressing from Cover to Cover
- By Drew (@drewsant) on 04-13-15
By: Andrea Lankford
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Napoleon's Hemorrhoids…And Other Small Events That Changed History
- By: Phil Mason
- Narrated by: LJ Ganser
- Length: 8 hrs and 13 mins
- Unabridged
-
Overall4 out of 5 stars 1,174
-
Performance4 out of 5 stars 1,043
-
Story4 out of 5 stars 1,039
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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3 out of 5 stars
-
They just throw the facts too fast
- By Concerned_llama on 12-11-20
By: Phil Mason
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Naked Statistics
- Stripping the Dread from the Data
- By: Charles Wheelan
- Narrated by: Jonathan Davis
- Length: 10 hrs and 48 mins
- Unabridged
-
Overall4.5 out of 5 stars 3,456
-
Performance4.5 out of 5 stars 2,923
-
Story4.5 out of 5 stars 2,908
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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3 out of 5 stars
-
Starts well then becomes non-Audible
- By Michael on 09-07-13
By: Charles Wheelan
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Cosmic Queries
- StarTalk’s Guide to Who We Are, How We Got Here, and Where We’re Going
- By: James Trefil, Lindsey N. Walker - editor, Neil deGrasse Tyson
- Narrated by: Neil deGrasse Tyson, Lauren Fortgang
- Length: 6 hrs and 18 mins
- Unabridged
-
Overall4.5 out of 5 stars 889
-
Performance4.5 out of 5 stars 757
-
Story4.5 out of 5 stars 750
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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1 out of 5 stars
-
Not worth it
- By Daniel Earl on 03-15-21
By: James Trefil, and others
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Risking everything writing a second book
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When turmoil hits, executives and investors face notoriously unreliable macroeconomic forecasts, whipsawing data, and contradictory opinions. Are disruptions transient and ephemeral-or permanent and structural? False alarms are costly traps, but so are true structural changes that go undetected. Leaders must also assess the doom-laden public macroeconomic discourse, which habitually presents worst-case scenarios as foregone conclusions.
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A Brief History of Intelligence
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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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4 out of 5 stars
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Flawed fundamental assumptions, good function rvw
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Bernoulli's Fallacy
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Rigorously Bayesian
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Stuff Matters
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In Stuff Matters, Miodownik entertainingly examines the materials he encounters in a typical morning, from the steel in his razor and the graphite in his pencil to the foam in his sneakers and the concrete in a nearby skyscraper. He offers a compendium of the most astounding histories and marvelous scientific breakthroughs in the material world.
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Building Intelligent Systems
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4 out of 5 stars
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Good overview and well worth the time
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Advances in Generative Artificial Intelligence (GAI) have created a new class of computer systems that exhibit astonishing proficiency on a wide variety of tasks with superhuman performance, producing novel text, images, music, and software by analyzing enormous collections of digitized information. Soon, these systems will provide expert medical care; offer legal advice; draft documents; write computer programs; tutor our children; and generate music and art. These advances will accelerate progress in science, art, and human knowledge, but they will also bring new dangers.
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Artificial Intelligence
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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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5 out of 5 stars
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Start understanding AI right here!
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