Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture provides an overview of fundamental principles in machine learning, including model building, evaluation, dealing with large datasets, and the nature of machine learning models. It also discusses the opportunities and challenges in machine learning, such as its effectiveness in well-defined tasks, difficulties in general tasks, and ethical concerns related to AI applications.