ML 7.1Lesson outlineLesson 1 of 8 in Module 7
The Perceptron
Learn a separating plane by correcting mistakes one at a time, and see why it stops only on separable data.
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Lesson outline: The Perceptron
In this lesson12 parts
- 01A line from data
- 02Banknote images, four numbers each
- 03The most common class
- 04A line, and its sign
- 05Two weights and a bias
- 06No loss, only mistakes
- 07The update, by hand
- 08Every row on the right side
- 09All the training notes
- 10Where it fails
- 11Code, and the sealed notes
- 12Recap, your challenge, and what comes next
Builds on
This lesson stands on its own. These go deeper into what it uses.