Level of study
BAC +5
ECTS
2 credits
Component
Faculty of Science
Hourly volume
15h
Description
This teaching unit is an introduction to artificial intelligence for physicists. It aims at discovering uses of deep learning using the TensorFlow and Keras libraries. It includes a presentation of examples of use for physics.
Objectives
Upon completion of this UE, students will be able to:
- Manipulate the TensorFlow and Keras libraries to address classical problems in the use of deep learning
- Address examples of situations that can benefit from the use of artificial intelligence in the field of physics
Necessary pre-requisites
M1 in Physics
Scientific programming with Python and NumPy
Knowledge control
CCI
Syllabus
Presentation of Artificial Intelligence and Deep Learning
Neural networks
Using the TensorFlow and Keras libraries
Application to useful topics for physics, image processing