Deep Learning - Crash Course 2023 - Update Rule in Programs

Deep Learning - Crash Course 2023 - Update Rule in Programs

Assessment

Interactive Video

Information Technology (IT), Architecture, Mathematics

University

Hard

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The video tutorial explains the perceptron rule used in programming, focusing on the output equation and how to handle inputs and weights. It covers rewriting the perceptron equation by introducing new terms and details the update rules for different prediction scenarios. The tutorial emphasizes understanding the mathematical transformations and their implementation in programming.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How is the update rule for weights expressed in the program?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of updating weights when the predicted output is one but the ground truth is zero.

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