Deep Learning - Crash Course 2023 - Perceptron in Python

This video tutorial covers the implementation of a perceptron model using a breast cancer dataset. It begins with data import and cleaning, followed by the preparation of the dataset for training. The perceptron model is explained, including its components like weights and threshold. The tutorial then demonstrates the implementation of the perceptron class, detailing the model, predict, and fit methods. Finally, the model is trained and evaluated, with a focus on improving accuracy through multiple epochs.

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