Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 4

Deep Learning - Deep Neural Network for Beginners Using Python - Final Project Part 4

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the development of a neural network prediction function, focusing on the use of weights and features. It explains the process of obtaining activations and outputs, and how to handle them using one hot encoding. The tutorial also includes writing an accuracy function and a comprehensive neural network function with parameters like epochs and learning rate. Finally, it discusses the training and validation process, emphasizing the importance of early stopping to prevent overfitting.

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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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