Deep Learning explained

We have selected some useful articles and presentations that help explain deep learning and how it is used.

By Chris Budd 05/09/2024

Can you tell a mathematician from a fish?

 Chris Budd's talk delivered at Unlocking the Potential: The IMA AI/ML Congress 2024, September 2024
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How physics can help AI learn about the real world

 Maths4DL's Georg Maierhofer explains what PINNs are
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How does AI work?

 Hear from our post doc Kweku Abraham in this podcast
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Artificial intelligence and deep learning explained

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What is machine learning?

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Maths in a minute: Deep learning - a quick explanation of machine learning and neural networks

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Learning the mathematics of the deep – what is deep learning?

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Opening the black box – why do we need to know more about the maths behind deep learning?

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Predicting the weather with artificial intelligence – explaining how artificial intelligence can help with the task of predicting the weather.

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LMS-Bath Symposium 2020, Public Lecture, Carola-Bibiane Schönlieb

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Maths in a minute: Gradient descent algorithms

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Deep learning talk by Prof Chris Budd

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By Chris Budd

Heads, Bayes wins!

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By Chris Budd

Tails, Bayes loses (and invents data assimilation in the process)

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By This is the first part of a series of films, all published at 3blue1brown, a YouTube channel about animated mathematics.

But what is a neural network?

 What is a Neural Network? Beautifully explained using the example: number recognition.
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