The Master Algorithm
How the Quest for the Ultimate Learning Machine Will Remake Our World
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The Master Algorithm
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Narrated by:
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Mel Foster
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By:
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Pedro Domingos
About this listen
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. These programs are already helping us fight the war on cancer and predict the movements of the stock market, and they are making great headway with instant language translation and discovering new laws of nature.
But machine learning is incomplete, and its practitioners across the globe are seeking the most powerful algorithm of all. The Master Algorithm will not be limited to solving particular problems but will be able to learn anything and solve any problem, however difficult, and Pedro Domingos, a trailblazing computer scientist, is at the very forefront of the search for it. With the Master Algorithm in hand and data as its fuel, machine learning - essentially the automation of discovery, a kind of scientific method on steroids - will become the most powerful technology humanity has ever devised. And The Master Algorithm will be its bible.
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When most of us think about artificial intelligence, our minds go straight to cyborgs, robots, and sci-fi thrillers where machines take over the world. But the truth is that artificial intelligence is already among us. It exists in our smartphones, fitness trackers, and refrigerators that tell us when the milk will expire. In some ways the future people dreamed of at the World's Fair in the 1960s is already here. We're teaching our machines how to think like humans, and they're learning at an incredible rate.
-
2 out of 5 stars
-
Mostly platitudes with no depth
- By Gary on 03-24-17
By: Luke Dormehl
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On Intelligence
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- Narrated by: Jeff Hawkins, Stefan Rudnicki
- Length: 9 hrs and 22 mins
- Unabridged
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Overall4.5 out of 5 stars 2,322
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Performance4.5 out of 5 stars 1,099
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Story4.5 out of 5 stars 1,098
Jeff Hawkins, the man who created the PalmPilot, Treo smart phone, and other handheld devices, has reshaped our relationship to computers. Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself.
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5 out of 5 stars
-
Epiphany
- By James on 03-14-05
By: Jeff Hawkins, and others
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Breakpoint
- Why the Web Will Implode, Search Will Be Obsolete, and Everything Else You Need to Know About Technology Is in Your Brain
- By: Jeff Stibel
- Narrated by: Robert David Grant
- Length: 7 hrs and 37 mins
- Unabridged
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Overall4.5 out of 5 stars 64
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Performance4.5 out of 5 stars 59
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Story4.5 out of 5 stars 57
We are living in a world in which cows send texts to farmers when they're in heat, where the most valuable real estate in New York City houses computers, not people, and some of humanity's greatest works are created by crowds, not individuals. We are in the midst of a networking revolution - set to transform the way we access the world's information and the way we connect with one another. Studying biological systems is perhaps the best way to understand such networks, and nature has a lesson for us if we care to listen: Bigger is rarely better in the long run.
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1 out of 5 stars
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Meh
- By Customer on 12-07-14
By: Jeff Stibel
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Undeniable
- How Biology Confirms Our Intuition That Life Is Designed
- By: Douglas Axe
- Narrated by: Neil Hellegers
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Overall4.5 out of 5 stars 311
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Performance4.5 out of 5 stars 273
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Story4.5 out of 5 stars 272
Throughout his distinguished and unconventional career, engineer-turned-molecular-biologist Douglas Axe has been asking the questions that much of the scientific community would rather silence. Now, he presents his conclusions in this brave and pioneering book. Axe argues that the key to understanding our origin is the "design intuition" - the innate belief held by all humans that tasks we would need knowledge to accomplish can be accomplished only by someone who has that knowledge.
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5 out of 5 stars
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Seductively Challenge what are consider facts
- By Rafael Vila on 10-08-16
By: Douglas Axe
-
The Book of Why
- The New Science of Cause and Effect
- By: Judea Pearl, Dana Mackenzie
- Narrated by: Mel Foster
- Length: 15 hrs and 14 mins
- Unabridged
-
Overall4.5 out of 5 stars 833
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Performance4.5 out of 5 stars 690
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Story4.5 out of 5 stars 688
"Correlation does not imply causation". This mantra has been invoked by scientists for decades and has led to a virtual prohibition on causal talk. But today, that taboo is dead. The causal revolution, sparked by Judea Pearl and his colleagues, has cut through a century of confusion and placed causality - the study of cause and effect - on a firm scientific basis.
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5 out of 5 stars
-
Great book! Not a great audiobook.
- By rrwright on 05-30-18
By: Judea Pearl, and others
-
Know This
- Today's Most Interesting and Important Scientific Ideas, Discoveries, and Developments
- By: John Brockman
- Narrated by: Gabra Zackman, Dan John Miller
- Length: 14 hrs and 39 mins
- Unabridged
-
Overall4 out of 5 stars 232
-
Performance4 out of 5 stars 204
-
Story4 out of 5 stars 201
Scientific developments radically alter our understanding of the world. Whether it's technology, climate change, health research, or the latest revelations of neuroscience, physics, or psychology, science has, as Edge editor John Brockman says, "become a big story, if not the big story". In that spirit this new addition to Edge.org's fascinating series asks a powerful and provocative question: What do you consider the most interesting and important recent scientific news?
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1 out of 5 stars
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Pete and Repeat and Re-repeat
- By Daniel L on 02-25-18
By: John Brockman
-
Freedom Evolves
- By: Daniel C. Dennett
- Narrated by: Robert Blumenfeld
- Length: 11 hrs and 21 mins
- Unabridged
-
Overall4.5 out of 5 stars 135
-
Performance4 out of 5 stars 113
-
Story4.5 out of 5 stars 112
Can there be freedom and free will in a deterministic world? Renowned philosopher Daniel Dennett emphatically answers "yes!" Using an array of provocative formulations, Dennett sets out to show how we alone among the animals have evolved minds that give us free will and morality. Weaving a richly detailed narrative, Dennett explains in a series of strikingly original arguments - drawing upon evolutionary biology, cognitive neuroscience, economics, and philosophy - that far from being an enemy of traditional explorations of freedom, morality, and meaning, the evolutionary perspective can be an indispensable ally.
-
5 out of 5 stars
-
I knew I was going to like this book
- By Gary on 05-30-14
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Sync
- How Order Emerges from Chaos in the Universe, Nature, and Daily Life
- By: Steven Strogatz
- Narrated by: Kevin T. Collins
- Length: 13 hrs and 58 mins
- Unabridged
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Overall4 out of 5 stars 553
-
Performance4 out of 5 stars 422
-
Story4.5 out of 5 stars 425
At once elegant and riveting, Sync tells the story of the dawn of a new science. Steven Strogatz, a leading mathematician in the fields of chaos and complexity theory, explains how enormous systems can synchronize themselves, from the electrons in a superconductor to the pacemaker cells in our hearts. He shows that although these phenomena might seem unrelated on the surface, at a deeper level there is a connection, forged by the unifying power of mathematics.
-
4 out of 5 stars
-
Engaging, but maybe better suited for non-audio
- By Ryan on 05-26-12
By: Steven Strogatz
-
Too Big To Know
- Rethinking Knowledge Now That the Facts Aren't the Facts, Experts Are Everywhere, and the Smartest Person in the Room Is the Room
- By: David Weinberger
- Narrated by: Peter Johnson
- Length: 8 hrs and 2 mins
- Unabridged
-
Overall3.5 out of 5 stars 139
-
Performance4 out of 5 stars 110
-
Story4 out of 5 stars 109
We used to know how to know. We got our answers from books or experts. We'd nail down the facts and move on. But in the Internet age, knowledge has moved onto networks. There's more knowledge than ever, of course, but it's different. Topics have no boundaries, and nobody agrees on anything.Yet this is the greatest time in history to be a knowledge seeker - if you know how.
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4 out of 5 stars
-
Good to know ...
- By John B. Fisher on 01-24-12
By: David Weinberger
-
Why Information Grows
- The Evolution of Order, from Atoms to Economies
- By: César Hidalgo
- Narrated by: Stephen Hoye
- Length: 5 hrs and 54 mins
- Unabridged
-
Overall4.5 out of 5 stars 386
-
Performance4.5 out of 5 stars 326
-
Story4.5 out of 5 stars 322
What is economic growth? And why, historically, has it occurred in only a few places? Previous efforts to answer these questions have focused on institutions, geography, finances, and psychology. But according to MIT's anti-disciplinarian César Hidalgo, understanding the nature of economic growth demands transcending the social sciences and including the natural sciences of information, networks, and complexity. To understand the growth of economies, Hidalgo argues, we first need to understand the growth of order.
-
5 out of 5 stars
-
Great book!
- By bpjammin on 01-07-17
By: César Hidalgo
-
Complexity
- The Emerging Science at the Edge of Order and Chaos
- By: M. Mitchell Waldrop
- Narrated by: Mikael Naramore
- Length: 17 hrs and 8 mins
- Unabridged
-
Overall4.5 out of 5 stars 298
-
Performance4.5 out of 5 stars 257
-
Story4.5 out of 5 stars 256
In a rarified world of scientific research, a revolution has been brewing. Its activists are not anarchists, but rather Nobel Laureates in physics and economics and pony-tailed graduates, mathematicians, and computer scientists from all over the world. They have formed an iconoclastic think-tank and their radical idea is to create a new science: complexity. They want to know how a primordial soup of simple molecules managed to turn itself into the first living cell--and what the origin of life some four billion years ago can tell us about the process of technological innovation today.
-
1 out of 5 stars
-
You won't learn anything you didn't know
- By Dennis E. Alwine on 12-26-20
-
The Great Mental Models
- General Thinking Concepts
- By: Shane Parrish
- Narrated by: Shane Parrish
- Length: 3 hrs and 23 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,637
-
Performance4 out of 5 stars 1,360
-
Story4.5 out of 5 stars 1,341
The Great Mental Models: General Thinking Concepts is the first book in The Great Mental Models series designed to upgrade your thinking with the best, most useful and powerful tools so you always have the right one on hand. This volume details nine of the most versatile all-purpose mental models you can use right away to improve your decision making, your productivity, and how clearly you see the world.
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2 out of 5 stars
-
A dissapointing debut
- By Peter on 04-14-19
By: Shane Parrish
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Strategic Intuition
- The Creative Spark in Human Achievement
- By: Bill Duggan
- Narrated by: Dennis Holland
- Length: 6 hrs and 46 mins
- Unabridged
-
Overall4 out of 5 stars 200
-
Performance4 out of 5 stars 81
-
Story4 out of 5 stars 81
How "Aha!" really happens....When do you get your best ideas? You probably answer "At night" or "In the shower" or "Stuck in traffic". You get a flash of insight. Things come together in your mind. You connect the dots. You say to yourself, "Aha! I see what to do." Brain science now reveals how these flashes of insight happen. It's a special form of intuition. We call it strategic intuition, because it gives you an idea for action - a strategy. This new book by William Duggan is the first full treatment of strategic intuition.
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1 out of 5 stars
-
Stratigic Intuition
- By Amazon Customer on 12-17-08
By: Bill Duggan
-
The Blind Watchmaker
- Why the Evidence of Evolution Reveals a Universe Without Design
- By: Richard Dawkins
- Narrated by: Richard Dawkins, Lalla Ward
- Length: 14 hrs and 40 mins
- Unabridged
-
Overall4.5 out of 5 stars 2,816
-
Performance4.5 out of 5 stars 2,437
-
Story4.5 out of 5 stars 2,408
The Blind Watchmaker, knowledgably narrated by author Richard Dawkins, is as prescient and timely a book as ever. The watchmaker belongs to the 18th-century theologian William Paley, who argued that just as a watch is too complicated and functional to have sprung into existence by accident, so too must all living things, with their far greater complexity, be purposefully designed. Charles Darwin's brilliant discovery challenged the creationist arguments; but only Richard Dawkins could have written this elegant riposte.
-
4 out of 5 stars
-
Challenging textbook more than an enjoyable listen
- By Eric on 01-15-12
By: Richard Dawkins
-
In Pursuit of Elegance
- Why the Best Ideas Have Something Missing
- By: Matthew E. May
- Narrated by: Malcolm Hillgartner
- Length: 5 hrs and 46 mins
- Unabridged
-
Overall4.5 out of 5 stars 66
-
Performance4.5 out of 5 stars 31
-
Story4 out of 5 stars 30
In this thought-provoking exploration, Matthew May defines elegance as the elusive combination of unusual simplicity and surprising power, and pinpoints the four key elements that characterize it: seduction, subtraction, symmetry, and sustainability. In a story-driven narrative that sheds light on the need for elegance in design, engineering, physics, art, urban planning, sports, and work, May offers a surprising array of stories that illustrate why what's "not there" often matters more than what is.
-
1 out of 5 stars
-
I love elegance, but this book isn't elegant
- By Oliver Nielsen on 06-26-11
By: Matthew E. May
-
The Ravenous Brain
- How the New Science of Consciousness Explains Our Insatiable Search for Meaning
- By: Daniel Bor
- Narrated by: Walter Dixon
- Length: 11 hrs and 15 mins
- Unabridged
-
Overall4 out of 5 stars 78
-
Performance4 out of 5 stars 74
-
Story4 out of 5 stars 72
Consciousness is our gateway to experience: it enables us to recognize Van Gogh’s starry skies, be enraptured by Beethoven’s Fifth, and stand in awe of a snowcapped mountain. Yet consciousness is subjective, personal, and famously difficult to examine: philosophers have for centuries declared this mental entity so mysterious as to be impenetrable to science. In The Ravenous Brain, neuroscientist Daniel Bor departs sharply from this historical view, and proposes a new model for how consciousness works.
-
4 out of 5 stars
-
Effectively demystifies consciousness
- By Gary on 11-18-12
By: Daniel Bor
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Story4.5 out of 5 stars 363
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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5 out of 5 stars
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Probably the best audio book available on Deep Learning
- By Charlie on 03-01-19
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Grokking Artificial Intelligence Algorithms
- Understand and Apply the Core Algorithms of Deep Learning and Artificial Intelligence in This Friendly Illustrated Guide Including Exercises and Examples
- By: Rishal Hurbans
- Narrated by: Jeromy Lloyd, Julie Brierley
- Length: 7 hrs and 25 mins
- Unabridged
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Overall4 out of 5 stars 8
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Performance3.5 out of 5 stars 7
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Story4 out of 5 stars 7
Grokking Artificial Intelligence Algorithms is a fully illustrated and interactive tutorial guide to the different approaches and algorithms that underpin AI. Written in simple language and with lots of visual references and hands-on examples, you'll learn the concepts, terminology, and theory you need to effectively incorporate AI algorithms into your applications. And to make sure you truly grok as you go, you'll use each algorithm in practice with creative coding exercises.
By: Rishal Hurbans
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Possible Minds
- Twenty-Five Ways of Looking at AI
- By: John Brockman - editor
- Narrated by: Kathleen McInerney, Will Damron, Jason Culp, and others
- Length: 10 hrs and 39 mins
- Unabridged
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Overall4.5 out of 5 stars 281
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Performance4.5 out of 5 stars 238
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Story4.5 out of 5 stars 232
The fruit of the long history of John Brockman's profound engagement with the most important scientific minds who have been thinking about AI - from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram - Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures are deeply concerned with the threat of AI, including the existential one, while others have a very different view.
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1 out of 5 stars
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The worst book purchase I’ve made in a long while
- By Y. Zhao on 06-07-19
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AI at the Edge
- Solving Real-World Problems with Embedded Machine Learning
- By: Daniel Situnayake, Jenny Plunkett
- Narrated by: Suzie Althens
- Length: 17 hrs and 17 mins
- Unabridged
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Overall4 out of 5 stars 3
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Performance5 out of 5 stars 2
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Story5 out of 5 stars 2
Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.
By: Daniel Situnayake, and others
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Rise of the Robots
- Technology and the Threat of a Jobless Future
- By: Martin Ford
- Narrated by: Jeff Cummings
- Length: 10 hrs and 18 mins
- Unabridged
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Overall4.5 out of 5 stars 1,939
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Performance4.5 out of 5 stars 1,675
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Story4 out of 5 stars 1,679
In a world of self-driving cars and big data, smart algorithms and Siri, we know that artificial intelligence is getting smarter every day. Though all these nifty devices and programs might make our lives easier, they're also well on their way to making "good" jobs obsolete. A computer winning Jeopardy might seem like a trivial, if impressive, feat, but the same technology is making paralegals redundant as it undertakes electronic discovery, and is soon to do the same for radiologists.
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3 out of 5 stars
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Robots yes, economics no
- By Honestly on 07-25-15
By: Martin Ford
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The Leader's Bookshelf
- By: R. Manning Ancell, ADM. James Stavridis USN - Ret.
- Narrated by: Bob Souer
- Length: 8 hrs and 58 mins
- Unabridged
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Overall4.5 out of 5 stars 203
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Performance4.5 out of 5 stars 172
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Story4.5 out of 5 stars 170
For the last several years Adm. James Stavridis and his co-author, R. Manning Ancell, have surveyed over 200 active and retired four-star military officers about their reading habits and favorite books, asking each for a list of titles that strongly influenced their leadership skills and provided them with special insights that helped propel them to success in spite of the many demanding challenges they faced. The Leader's Bookshelf synthesizes their responses to identify the top 50 books that can help virtually anyone become a better leader.
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4 out of 5 stars
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Mostly about warfighting
- By Joe Dokes on 04-06-19
By: R. Manning Ancell, and others
What listeners say about The Master Algorithm
Average customer ratingsReviews - Please select the tabs below to change the source of reviews.
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Overall3 out of 5 stars
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Performance3 out of 5 stars
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Story4 out of 5 stars
- Josh
- 04-08-17
Not much meat to this.
I was hoping for a deeper dive, but it never went there. This never went beyond a summary of a summary. And, the reading was awkward.
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1 person found this helpful
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Overall5 out of 5 stars
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Performance3 out of 5 stars
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Story5 out of 5 stars
- Simon H. Morris
- 01-08-16
Great Machine Learning Book
This book was great. The only thing I didn't like was the narrator. To cheesy.
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1 person found this helpful
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Overall3 out of 5 stars
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Performance4 out of 5 stars
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Story3 out of 5 stars
- Phong Q Nguyen
- 01-16-18
The Master Algorithm: How the Quest for the Ultima
Would you say that listening to this book was time well-spent? Why or why not?
It likes story. It is general overview how machine learning will do for our future.
If you’ve listened to books by Pedro Domingos before, how does this one compare?
My first time to listen the books by Pedro Domingos.
Did The Master Algorithm inspire you to do anything?
Np.
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Overall4 out of 5 stars
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Performance4 out of 5 stars
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Story4 out of 5 stars
- Thraka
- 03-08-18
interesting topic, but sometimes hard to follow
narrator did his best to describe figures and tables, but it was sometimes tough to follow the equations.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- James canter
- 01-25-16
The Book Hunter
love the book I read all I can about AI and syfy. when lam finished I will review other book by the author.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Lee
- 04-14-19
This book was fairly insightful and I enjoyed it.
This is the type of book you listen to more then once. I enjoyed the audio clips
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- ReallyREB
- 05-23-19
What a good introduction!
This was a good introduction. I am a novice to this field, but it certainly piqued my interest. I particularly liked Domingos’ parsing of learning algorithms into five schools. It really made me want to learn more. I also thought the narration helped—a great experience!
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1 person found this helpful
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Rohit Banga
- 07-06-18
Very good introduction to the subject
Love the overview. Math in this field has always confounded me. But the systematic presentation of concepts with the examples has sparked my interest in the field.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Chad
- 11-28-17
You will not be disappointed!
Excellent book to a familiarization with machine learning. You will get an understanding of the technical components are neural networks. Overall you will learn the basics of AI.
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Overall5 out of 5 stars
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Performance5 out of 5 stars
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Story5 out of 5 stars
- Kedrick Stahley
- 05-25-22
Evolution
Evolution will someday be seen as the big joke that it is. I’m sick of hearing the billions of years crap. But other than that it was a great book!
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