~ PoC AI Pool 2025 ~

• Day 4: Neural Networks

  • Module 1: Torch

    • Notebook: introduction_to_torch.ipynb

  • Module 2: Vision models

    • Notebook 2.1 : mnist.ipynb
    • Notebook 2.2 : cifar.ipynb

  • Module 3: My Torch

    • Notebook: my_torch.ipynb

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Already the third day !! On today's menu, you will dive into the wonderful world of torch, by starting of use it and create advanced neural network after !

It's up to you to choose the order of the 2 last notebook, start by my_torch before do the cifar is a good things also !

Here's a list of resources that we believe can be useful to follow along (and that we've ourselves used to learn these topics before being able to write the subjects):

Ressources

Torch in 100 seconds

Neural Networks Mnist video (3blue1brown)

Convolution explained (3blue1brown)