Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 3

Deep Learning - Deep Neural Network for Beginners Using Python - Perceptron Training Part 3

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial discusses the concept of learning rate in machine learning, explaining how different values affect the speed of learning. A small learning rate results in slow learning, while a rate close to one causes rapid changes. The tutorial also covers handling mislabeled data points by adjusting equations accordingly. Finally, it introduces perceptron training, with a promise of further exploration and implementation in Python in future lectures.

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2 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the learning rate in the context of perceptron training?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the process of adjusting the equation of a line when a point is misclassified.

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