In this lecture, we will look at the general setting of supervised learning. We will start by continuing the badges game. Then, we will spend the rest of the lecture defining the various spaces associated with supervised learning: instance space, label space, hypothesis space. We will look at examples of how the choice of hypothesis space is very important.
Links
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Lecture video 1, [Lecture video 2]
- Videos from previous versions of the class: [spring 2023: 1], [spring 2023: 2], [fall 2018], [fall 2017]