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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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Artificial Intelligence
Mastering Linear Regression: The Definitive Guide For Aspiring Data Scientists What can we mean by “regression evaluation”? Understanding correlation The difference between correlation and regression The Linear Regression model Assumptions for the Linear Regression model Finding the road that most closely fits the info Graphical methods to validate your ML model An example in Python Conclusions
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April 20, 2023
1
Artificial Intelligence
Mastering Linear Regression: The Definitive Guide For Aspiring Data Scientists What can we mean by “regression evaluation”? Understanding correlation The difference between correlation and regression The Linear Regression model Assumptions for the Linear Regression model Finding the road that most closely fits the information Graphical methods to validate your ML model An example in Python Conclusions
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April 20, 2023
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