Advanced Machine Learning This course covers advanced machine-learning topics. It continues where the Foundations of Machine Learning Course stopped. We will cover second-order optimization, derivative evaluation, generative learning, reinforcement learning and more. The one-week course takes place from 9:00-17:00 at the University IT and Data Center (Hochschulrechenzentrum HRZ). Prerequisites: You have taken the Foundations of Machine Learning Course or have acquired comparable knowledge via self-study. You are familiar with Slurm and a proficient Python programmer. We are looking forward to seeing you during the course. Your Lecturers, Elena and Moritz Course contents change as we update the material. https://www.hpc.uni-bonn.de/en/events/advanced-machine-learning-1 https://www.hpc.uni-bonn.de/++resource++plone-logo.svg

This course covers advanced machine-learning topics. It continues where the Foundations of Machine Learning Course stopped. We will cover second-order optimization, derivative evaluation, generative learning, reinforcement learning and more.
The one-week course takes place from 9:00-17:00 at the University IT and Data Center (Hochschulrechenzentrum HRZ).
Prerequisites:
You have taken the Foundations of Machine Learning Course or have acquired comparable knowledge via self-study. You are familiar with Slurm and a proficient Python programmer.

We are looking forward to seeing you during the course.
Your Lecturers,
Elena and Moritz

Course contents change as we update the material.