Week 2 - Recap ML Basics, Intro to PyTorch

Course session

Quiz

ML Basics recap

Solutions exercises

Presentation from the participants of the tasks from PyTorch101

Walk-through

PyTorch 202 (Lab 02)

Google Colabcolab.research.google.com

To-do

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Go for your own through the Colab Notebook above (Pytorch202) and try to understand and repeat the steps for your own.

Do Week 2 of the Coursera Course

Introduction to Machine LearningCoursera

The notebook from the Coursera Course of Week 2 can be accessed here:

Google Colabcolab.research.google.com

The first notebook

Google Colabcolab.research.google.com

The assignment notebook

The redundancy between our notebooks and the Coursera notebooks is desired to reintroduce the concepts in a different way and hence enrich your learning experience!

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Try to improve the accuracy in the PyTorch 202 notebook by tweaking the amount of layers and number of neurons

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Familiarize yourself with basic PyTorch Tutorials:

• https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html (Second part)

• https://uvadlc-notebooks.readthedocs.io/en/latest/tutorial_notebooks/tutorial3/Activation_Functions.html

• https://uvadlc-notebooks.readthedocs.io/en/latest/tutorial_notebooks/tutorial4/Optimization_and_Initialization.html