Multilayer Perceptron - Back Propagation in Neural Networks

This tutorial on "Multi-Layer Perceptron" will help you to master all the core concepts of multi layer perceptrons and deep neural networks. The perceptron is the basic unit powering what is today known as deep learning. So, a multilayer perceptron (MLP) is a perceptron that teams up with additional perceptrons, stacked in several layers, to solve complex problems.

- Limitations of Machine Learning.
- Introduction to Neural Networks.
- Applications of Neural Networks.
- How do Neural Networks work?.
- Activation Functions in Neural Networks.
- Back-Propagation and Stochastic Gradient Descent.
- Demo on Neural Networks.