INFORMATION - Training & Research

"Artificial Intelligence" training given by O. Philip
(DAT Solutions)

INITIAL TRAINING

Session from December 19 to 22, 2023 - Registration CLOSED
location ST JEROME - Room A414 - Batiment Info

Session from January 15 to 18, 2024 - Registration CLOSED

Target group: PhD students, post-docs and permanent staff of the institute's member laboratories
(prerequisite: INITIAL training)

Organization: 4-day session (24h)

How to register :
Places limited to 20 people
Free, compulsory registration.
Applications will be considered on a rolling basis.

Requirements for registration :
General knowledge required:

• Machine learning (supervised and unsupervised learning, generalization, overlearning, underlearning, linear and logistic regression, cost function, gradient descent);
• Artificial neural networks (dense layer, convolution layer, residual shortcut, activation function, back-propagation);
• Auto-encoder, U-Net, GAN;
• Programming basics (Python), basic knowledge of TensorFlow or PyTorch.

Concepts covered:

• Self-supervised learning;
• Diffusion model;
• Transformers.

Documents to be sent: "IMAGING - IA 2022-23 Registration" document
by e-mail to the following address: cecile.lavoute@univ-amu.fr