YoVDO

Multilayer Perceptron - Back Propagation in Neural Networks

Offered By: Great Learning via YouTube

Tags

Neural Networks Courses Machine Learning Courses Deep Learning Courses Activation Functions Courses Deep Neural Networks Courses Multilayer Perceptron Courses Stochastic Gradient Descent Courses

Course Description

Overview

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.


Syllabus

- 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.


Taught by

Great Learning

Related Courses

Neural Networks for Machine Learning
University of Toronto via Coursera Good Brain, Bad Brain: Basics
University of Birmingham via FutureLearn Statistical Learning with R
Stanford University via edX Machine Learning 1—Supervised Learning
Brown University via Udacity Fundamentals of Neuroscience, Part 2: Neurons and Networks
Harvard University via edX