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Table of Contents
Data Mining and Supervised Machine Learning (USTH)
General Informations
Your Instructor: Ass. Prof. Axel Carlier, University of Toulouse — Ass. Prof. Axel CARLIER, University of Toulouse
Lecture #1
Lecture time:
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.
Slides
Lab - Tutorial
The first labs consist in tutorials to get familiar with PyTorch.
First, it is necessary to connect to Google Colab.
Then go to the lab repository. You can access 6 tutorials, to be completed sequentially.
Then download the notebooks (right click, download as), run jupyter, and follow the tutorials. Tutorial 1
Lecture #2
Lecture time:
Tuesday Nov 20, 2018, 5:30pm-9:30pm Hanoi Time
Multi-layer perceptrons
Lab - Tutorial
Lecture #3
Lecture time:
Wednesday Nov 21, 2018, 5:30pm-9:30pm Hanoi Time
Training Neural Networks
Lab - Tutorial
Lecture #4
Lecture time:
Thursday Nov 22, 2018, 5:30pm-9:30pm Hanoi Time
Training Neural Networks in practice