Neural Networks: Introduction to Artificial Neural Networks and Multilayer Perceptrons

Learn about the fundamentals of neural networks in this 35-minute lecture from NPTEL-NOC IITM. Discover what a neuron is, explore the components of Artificial Neural Networks (ANN)/Neural Networks (NN)/Multilayer Perceptron (MLP), understand the training process including forward pass, backward pass, and weight updates, and examine both binary and multiclass classification neural network applications.