Machine Learning, Single Layer Perceptron, Neural Networks, Matlab.
a simple yet powerful neural network architecture that can be used for various classification tasks. By understanding the mathematical formulation, loss function, gradient computation, and update rule, we can effectively train the single-layer perceptron to classify multiple classes in a dataset.