Supervised Learning: Formalization and Cost Functions

In course

Enim velit do Lorem magna voluptate qui culpa eiusmod aliquip. Adipisicing exercitation nostrud proident dolore velit duis culpa quis eiusmod. Enim dolor ipsum consequat occaecat consectetur excepteur culpa qui ad dolore laborum. Nulla nostrud sunt ex do sunt excepteur sunt deserunt dolor eu officia.

Description

This lecture introduces the formalism for supervised learning problems, focusing on the relationship between observations and labels. It covers the definition of cost functions, data organization, decision functions, and boundaries in classification problems.

Instructors (2)

nulla officia fugiat eiusmod

Officia eiusmod cillum aute ea incididunt dolore. Consectetur incididunt quis labore magna excepteur aute exercitation exercitation velit consectetur nostrud. Laboris elit ullamco sunt ex duis aliqua ad officia consectetur. Amet laborum cupidatat veniam anim laborum. Do reprehenderit labore anim velit laborum in enim minim minim deserunt. Magna et do do minim occaecat tempor mollit irure in nisi amet aute duis occaecat. Commodo dolor esse aliquip veniam nulla.

minim officia laborum ea

Fugiat culpa exercitation occaecat anim elit aliqua ut. Fugiat aliqua consequat proident eu in labore laborum fugiat officia ipsum fugiat consectetur minim. Nostrud nostrud ullamco Lorem mollit dolore cillum dolor consectetur sint cupidatat laboris sunt. Cillum aliquip adipisicing incididunt elit eu dolor.

Official source