Deep Learning - Deep Neural Network for Beginners Using Python - Learning Rate

Deep Learning - Deep Neural Network for Beginners Using Python - Learning Rate

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Wayground Content

FREE Resource

The video tutorial introduces the concept of learning rate, a hyperparameter crucial in machine learning. It explains how the learning rate, typically ranging from 0 to 1, affects the adjustment of weights in equations. The tutorial demonstrates the application of a learning rate of 0.1 in modifying equations and discusses the impact of different learning rate values on classification accuracy. It raises questions about handling misclassified points and the effects of extreme learning rate values.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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