Module
Logic
Alpha

Supervised Learning

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SEEKER Module
SEEKER

The first spring lessons, safely taught by expert example.

Illus. Michele Esposito © 2022 Universität Innsbruck

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Embark on a journey into the world of supervised learning, a technique that allows machines to learn from examples, much like young foxes learn survival skills from their parents. Imagine teaching a computer to correctly identify thousands of images by providing it with labeled examples. For instance, a photo of a redberry would be assigned the label"redberry." Through meticulous training, the machine becomes capable of recognizing and generalizing from these examples, enabling it to identify new, unseen images with astonishing accuracy.

 

But the wonder doesn't end there! Supervised learning extends far beyond image labeling: It paves the way for a multitude of advanced applications that are yet to be fully explored. Moreover, machines can even learn from unlabeled data through unsupervised learning, unlocking new domains of discovery and understanding.

Illus. Michele Esposito © 2022 Universität Innsbruck

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How machines learn under supervision?

A crash course on supervised learning.

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