deeplearning4astronomy Course - Intelligence artificielle pour l'astrophysique à l'époque du big-data
https://rediris.zoom.us/j/99594075110?pwd=Y0dFcTVZWFFqb0xUQm41NWpweWs5dz09
- Meeting ID: 995 9407 5110
- Password: 842832
This is the main page for the course "Intelligence artificielle pour l'astrophysique à l'époque du big-data" at the Ecole Doctorale ED-127. The course will consist of lecutres in the mornings followed by tuorial sessions in the afternoons.
Monday to Friday:
- Mornings: 9h30-10h30 and 11h30-12h30
- Afternoons: 14h30-17h30
- Introudction to classical supervised machine learning (RFs, SVMs)
- Foundations of Artificial Neural Netowrks
- Supervised deep learning: Convolutional Neural Networks
- Beyond classification with deep learning: Encoder-Decoders
- Introduction to unsupervised machine learning (clustering, dimensionality reduction)
- Generative Models (VAEs, GANs).
Tutorials will be on Google Colab. Please make sure to open a Google Account before starting the course.
Please join here: https://join.slack.com/t/iaed127/shared_invite/zt-f5sohajk-uP00KQtWdaPIC_Znw6H2EA