Deep Learning: Miracle or Snake Oil?

An episode of the Gresham College Lectures podcast, hosted by Gresham College, titled "Deep Learning: Miracle or Snake Oil?" was published on March 19, 2019 and runs 51 minutes.

March 19, 2019 ·51m · Gresham College Lectures

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Summary

Machine Learning has had several excitements over the years with machines that are modelled on the human brain. The invention of the perceptron and artificial neural networks were followed by intense scientific activity and excitement, then by disappointment at a number of unappreciated deficiencies. The latest craze are deep neural networks. In this lecture, we will explore how deep learning works, what it can do and if neural networks are a modern miracle or yet another false dawn. A lec...

Episode Description

Machine Learning has had several excitements over the years with machines that are modelled on the human brain. The invention of the perceptron and artificial neural networks were followed by intense scientific activity and excitement, then by disappointment at a number of unappreciated deficiencies. The latest craze are deep neural networks.

In this lecture, we will explore how deep learning works, what it can do and if neural networks are a modern miracle or yet another false dawn.

A lecture by Richard Harvey, IT Livery Company Professor of IT 19 March 2019

The transcript and downloadable versions of the lecture are available from the Gresham College website:
https://www.gresham.ac.uk/lectures-and-events/deep-learning

Gresham College has been giving free public lectures since 1597. This tradition continues today with all of our five or so public lectures a week being made available for free download from our website. There are currently over 2,000 lectures free to access or download from the website.

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