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From Basic Gates to Deep Neural Networks: The Definitive Perceptron Tutorial Table of Contents 1. Introduction 2. The Mathematics Behind the Perceptron Model 3. The Perceptron Model as a Binary Classifier 4. Logic Gates and the Perceptron Model 5. Perceptrons for Multiplication and Transistor-like Functionality 6. Comparing the Perceptron Model to Logistic Regression 7. Creative and Unique Applications of the Perceptron Model 8. The Evolution of the Perceptron Model and Legacy in Deep Learning 9. Conclusion References Contact
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May 1, 2023
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