AI Center Projects in Machine Learning Research (Spring Semester 2022)

Introduction

The course will give students an overview of selected topics in advanced machine learning that are currently subjects of active research. The course concludes with a final project. The overall objective is to give students a concrete idea of what working in contemporary machine learning research is like and inform them about current research performed at ETH.

Learning Objectives

In this course, students will be able to get an overview of current research topics in different specialized areas. Each topic is accompanied by small hands-on exercises that prepare for the final project. In the final project, students will be able to build experience in practical aspects of machine learning research, including research literature, aspects of implementation, and reproducibility challenges.