Deep Learning - Deep Neural Network for Beginners Using Python - Multi-Class Classification

Deep Learning - Deep Neural Network for Beginners Using Python - Multi-Class Classification

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

Created by

Wayground Content

FREE Resource

The video tutorial covers binary and multiclass classification techniques. It begins with an explanation of binary classification using logistic regression, where decisions are made based on a threshold. The tutorial then transitions to multiclass classification, explaining how the output layer should have as many neurons as there are classes. The Softmax function is introduced as a method to determine the most probable class by converting raw scores into probabilities. The video emphasizes the importance of using Softmax for formal decision-making in multiclass scenarios.

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OPEN ENDED QUESTION

3 mins • 1 pt

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

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