Your Instructor: Ass. Prof. Axel Carlier, University of Toulouse — Ass. Prof. Axel CARLIER, University of Toulouse
Monday Nov 11, 2019, 5:30pm-9:30pm Hanoi Time
General introduction to the course and the topic.
A few (already-known) administrative points can be found in the subsequent slides.
The first labs consist in tutorials to get familiar with PyTorch.
First, it is necessary to connect to Google Colab. This step requires a Google account.
Then go to the lab repository. You can access 6 tutorials, to be completed sequentially.
Save the tutorials into your own Google Drive, and then open them using Google Colab. Each tutorial is a Jupyter notebook, with instructions and example code, as well as exercises. The code will run remotely on a virtual machine.
Tuesday Nov 12, 2019, 5:30pm-9:30pm Hanoi Time
Multi-layer perceptrons
Tutorials 2 and 3
Wednesday Nov 13, 2019, 5:30pm-9:30pm Hanoi Time
Training Neural Networks
Tutorials 4 and 5
Thursday Nov 14, 2019, 5:30pm-9:30pm Hanoi Time
Training Neural Networks in practice
Friday Nov 15, 2019, 5:30pm-9:30pm Hanoi Time
Convolutional Neural Networks
Tutorial 6
Saturday Nov 16, 2019, 5:30pm-9:30pm Hanoi Time
A glimpse on the challenges of deep learning. Slides