Visualizing Neural Network Training and Predictions: A Universal Function Approximator

In this video I've given a visual demonstration of the training and predictions of a neural network. 00:00 - Introduction 00:40 - Overview 01:11 - Linear Models vs Neural Networks 02:12 - Maths behind Neural Network 03:16 - Neural Network Training 04:36 - Neural Network Predictions 06:33 - Conclusions