What is the role of the activation function in a neural network?
Project Neural Network
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Engineering, Information Technology (IT), Architecture
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University
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Hard
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The video tutorial explains how to use Keras with TensorFlow to build a neural network for classifying handwritten digits. It covers the installation of necessary libraries, data preparation, and preprocessing. The tutorial demonstrates building a simple neural network using the Sequential Model API, training it, and evaluating its performance. It also discusses adding hidden layers to improve accuracy and analyzing predictions using a confusion matrix.
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4 questions
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1.
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3 mins • 1 pt
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2.
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3 mins • 1 pt
Explain the process of training a neural network and what an epoch means.
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3.
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3 mins • 1 pt
What is a confusion matrix and how is it useful in evaluating a model?
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Discuss the impact of adding a hidden layer to the neural network.
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