#1 Deep Learning - NOC25_CS21 NPTEL

In this video, a comprehensive recap of the week’s deep learning topics is provided, including the history of deep learning, the perceptron learning algorithm, multilayer perceptrons, and the importance of backpropagation and the Universal Approximation Theorem. The session then transitions into a hands-on live coding demonstration where a bird classifier is built using Google Colab. The process covers everything from data collection to training the model using a pre-trained ResNet-18 architecture.