Week 1 - Course Introduction
Course session
Welcome and Introduction round
Introduction of the course, opencampus, the course instructor and the course participants
Tool Set-Up
Coursera
Colab
Editor (VSCode)
Virtual Environments
Git/Github
Walk-through
PyTorch 101 (Lab 01)
A visual overview of the workflow in the Colab notebook you can get in the PyTorch diagram below:
To-do
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Watch the following introduction video to the PyTorch framework
Watch Week 1 of the Coursera Course
Go for your own through the Colab Notebook above (Pytorch101) and try to understand and repeat the steps for your own. Thereby you should also solve Task 1-3 in the notebook. You can create therefore a copy of the notebook in your Drive or download the notebook to work locally on it. Ensure that you sufficient computing resources available (i.e gpu) if you choose to work locally.
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Try to improve the accuracy in the PyTorch 101 notebook by tweaking the amount of layers and number of neurons
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Familiarize yourself with basic PyTorch Tutorials:
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