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dl4sci-pytorch-webinar

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# dl4sci-pytorch-webinar

Video of the webinar available on [youtube](https://www.youtube.com/watch?v=pWrwyOsho5A)

## Live Notebooks on Colab

1. [Tensors](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-1-tensors.ipynb)
1. [Data](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-2-data-live.ipynb)
1. [Modules](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-3-modules.ipynb)
1. [Autograd](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-4-autograd.ipynb)
1. [Optimiser](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-5-optimisers.ipynb)
1. [CNN Walkthrough](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-6-walkthrough.ipynb)

## Offline Notebooks on Colab

1. [Basics](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/1-Basics.ipynb)
1. [Autograd](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/2-Autograd.ipynb)
1. [Optimization](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/3-Optimization.ipynb)
1. [Modules](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/4-Modules.ipynb)
1. [CNN](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/5-CNN.ipynb)
1. [Transfer Learning](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/6-Transfer-Learning.ipynb)
1. [Data](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/7-Data-Loading.ipynb)

dl4sci-pytorch-webinar

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