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M04 L03 Perceptron by Mehboob Hasan Barbhuyan is a document available to read on EtoBox.
What is M04 L03 Perceptron about?
The document discusses the Perceptron model in the context of supervised learning, covering its mathematical formulation, learning methods, and applications in classification tasks. It explains concepts such as linear separability, binary and multi-category classification, and the use of gradient descent for learning. Additionally, it highlights input normalization techniques and practical applications like handwritten digit classification using the MNIST dataset.
- Author
- Mehboob Hasan Barbhuyan
- Language
- EN