WORKSHOP ON NEURAL NETWORKS, KPR Institute Engineering and Technology, Autonomous Engineering Institution, Coimbatore, India

The Participants were able to learn the Introduction to AI Vs ML Vs DL, Evolution of Deep Learning and Introduction to Neural Networks that includes Woking of a Neural Network, Neural Network Equation and Activation Functions. The session also delves into the hands on session for Building a Neural Network from scratch, Forward Propagation, Loss Functions, Mathematical computation on Gradient Descent Algorithm and Backward Propagation. The participants were able to tune the hyperparameters and also performed Optimization & Regularization Techniques. Atlast the speaker covered various types of Neural Networks, its architecture and working with real time applications.