Learn the fundamentals of deep learning with PyTorch!#
This Microsoft learning path will introduce key concepts towards building machine learning models in multiple domains include speech, vision, and natural language processing.
Sign up / sign in with your AAU student email at https://learn.microsoft.com/en-us/training/paths/pytorch-fundamentals
PLAN (In class / Teams / Remote): No installation required, you can run the code in the cloud
09:00 Introduction to PyTorch, 56 min, 9 Units
10:00 Introduction to Computer Vision with PyTorch, 53 min, 8 Units
11:00 Introduction to audio classification with PyTorch, 42 min, 5 Units
Assignment: Introduction to Natural Language Processing with PyTorch, 55 min, 7 Units
If you want to learn more, you can find in depth tutorials for Pytorch and its domain-specific components at https://pytorch.org/tutorials/
MATLAB Path#
Not comfortable with Python? No problem, open and explore these Interactive Examples in MATLAB Online