The school aims at PhD students and young postdocs, and offers not only a basic introduction to machine learning, but also talks from leading experts in the field on their current research projects. The list of lectures comprises:
- Introduction to Machine Learning
- Introduction to Deep Learning
- Latest developments and new challenges in the field
- Machine learning outside High Energy Physics
In addition to the lectures, several hands-on tutorials will be offered, covering:
- Keras and Tensorflow
One afternoon is reserved for a ML challenge.
In order to participate successfully in the school, we expect students to have at least basic knowledge of Python and numPy. If you don't have experience with it, please register to our pre-courses on Monday morning. The official school program will start on Monday afternoon. Please bring your own laptop for the tutorials.
The registration fee is 60 Euro and has to be paid in cash during the school. The number of attendees is limited to 80, in order to get a place please register early.