AI, how does it work? (part 1) – Tech Cafe

2023-04-28 16:00:00

In this file, Guillaume Poggiaspalla explains how artificial intelligence algorithms work. With easy-to-represent images, he details the functioning of neural networks, backpropagation, the notions of tensors, etc.

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From mixer to puppy detector

  • It’s sound that runs through my veins!
  • Good perception of the perceptron.
  • Feed forward networks: it holds a layer of them… even full.
  • Vector of stress and function of functions.
  • Deep learning once morest Stéphane Plaza.
  • Backpropagation: learning from mistakes with a gradient from behind.
  • Following its gradient: how to find yourself at the bottom of the hole.
  • We relax on the tensors.
  • Always in the headlong rush, the feedforwards have no vision…
  • Let’s talk regarding no convolution filter!
  • How to recognize a weasel from a backhoe loader?
  • AlexNet: end of winter and consecration of neural networks.

???? On video and in super serious mode here (for example)

Participants

  • A program prepared by Guillaume Poggiaspalla
  • Presented by Guillaume Vendé

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