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The Deep Learning Revolution

Written by: Terrence J. Sejnowski
Narrated by: Shawn Compton
Length: 8 hrs and 5 mins
Categories: Science & Math, Technology
4.5 out of 5 stars (18 ratings)

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Publisher's Summary

How deep learning - from Google Translate to driverless cars to personal cognitive assistants - is changing our lives and transforming every sector of the economy.

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.

Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

©2018 Massachusetts Institute of Technology (P)2019 Tantor

Critic Reviews

"If you want to understand AI, you need to read The Deep Learning Revolution." (Erik Brynjolfsson, coauthor of The Second Machine Age)

What members say

Average Customer Ratings

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Recommended book for DL or ML

Narration of this book is quite good and it gives a nice overview of the evolution of deep learning. Will definitely listen to this audiobook again. Highly recommend for anyone who is interested in machine learning or deep learning.

2 people found this helpful

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Suggestions

It would be better to show the images on the pages (if any), for correlation. Technical topics are not 100% story books.

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Interesting Read

It is a good book that ties knowledge from different domains in a very interesting manner.

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Good introduction to neuroscience & deep learning

Very research focused and based mostly on the author's own work. Talks a lot about computational neuroscience. I would have liked if the book had also given a high level architecture or structural framework of neurobiology before directly diving into the subject. The book also didn't spend enough time on machine learning algorithmic. But then, the book's title itself is Deep learning. Overall a good read.

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  • Matthew Duncan
  • 25-02-19

An epic story of astronomical import

An excellent history of AI leading to our current explosion in ML/DL, told by one of the few leaders if the field.
Having grown up in this world, I am intimately familiar with all of the characters and their work, books and breakthroughs.... and yet, I could not put this 'book' down, as it ties together all the disparate events, algorithms, personalities, and their relationships in a neat, meaningful way that you could not get from reading ALL of the books, jounals and articles. Furthermore, this is a call to action and awareness, told by a preeminent expert -so you better take heed. I will re-read/listen to this again, to mentally connect all the parts ... and then read it yet again, taking notes and crosslinking to what is happening now.

8 people found this helpful

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  • Charlie
  • 01-03-19

Probably the best audio book available on Deep Learning

I really loved this book. It gives a lot of great insights into deep learning. I especially liked the section about behaviorism since my background is in psychology and this really peaked my interest in deep learning. I do still have a lot to learn but the book was a great guide. It even recommends online courses to help understand deep learning. I will probably give the book a second listen. I’m not really a fan of the narration. It’s strange to me how the narrator seems to talk with a robot voice. It’s mildly distracting but tolerable.

8 people found this helpful

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  • Christoph Dassa
  • 07-05-19

magnificent learnings

wonderful read. breath taking fulfilling.
a must read. mix of compsci and biology with physics

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  • Paul Ram
  • 15-09-19

Excellent introduction

Give a good history of AI and where it is going.
Account for a broad spectrum of AI

1 person found this helpful

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  • Kindle Customer
  • 07-04-19

Gripping tale of the story behind intelligence

Terrece systematically explained the advancement of technology behind deep learning and AI in the backdrop of human understanding of biological intelligence. Unless the reader is a specialist in this field, it is difficult no to be amazed at the developments in deep learning, neural networks and AI. This book gives the reader orientation to the modern thought on the subject as he explains the seat of intelligence and how the need to solve problems originated enhanced and shaped intelligence. Enjoyed listening to this book. The narration by Shawn Compton was excellent compliment to the book.

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  • Jonas S. de Almeida
  • 23-03-19

Best book on history and future of deep learning

this is really a testimony as much as it is a review on the topic - the author was and remains a key contributor to the field of AI. The advantage of first hand accounts is that they go a lot further and a lot wider than books by outsiders. In addition to a detailed account of neural computing from preceptrons to multilayer neural networks with time delayed memories, we also learn about related fields like Neurobiology, Artificial Life, and the sociology of learning. This book has a good chance of becoming the reference account for a general audience on the formative years of Artificial Intelligence.

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  • Anonymous User
  • 21-05-20

Panoramic history of the field

Fascinating narrative of the development of deep learning and its links to neuroscience. There is so much dense detail of concepts and ideas that I bought a text version as a reference...

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  • DALER RAHIMOV
  • 08-05-20

Interesting and educational

You can listen to this audiobook even if you don't know anything about Machine Learning and do your research along the way but If you have a bit of ML background you will enjoy it even more

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  • Amazon Customer
  • 30-04-20

Interesting.

Interesting how easy the author explain d
Deep Learning, the beginning, the present and maybe the future of it.

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  • Bill
  • 19-10-19

Great overview of Deep Learning

While a bit dense, this book is great overview of the field of Deep Learning.

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  • Anonymous User
  • 22-04-20

Time went fast

Great book, interesting overall, always a good sign when you listen through the book in two days.