Study level
BAC +5
ECTS
2 credits
Component
Faculty of Science
Hourly volume
15h
Description
This course is an introduction to artificial intelligence for physicists. It aims to discover the uses of deep learning using the TensorFlow and Keras libraries. It includes a presentation of examples of use in physics.
Objectives
On completion of this course, students will be able to :
- Manipulate the TensorFlow and Keras libraries to tackle classic deep learning problems
- Discuss examples of situations that can benefit from the use of artificial intelligence in the field of physics.
Necessary prerequisites
M1 Physics
Scientific programming with Python and NumPy
Knowledge control
CCI
Syllabus
Introducing Artificial Intelligence and Deep Learning
Neural networks
Using the TensorFlow and Keras libraries
Applications in physics and image processing