Neural Networks
Neural nets are one-way artificial intelligence work. The question is how do neural nets work? If you are looking into a career designing artificial intelligences or what to work in engineering machine learning, you are going to need to understand neural networks. Well here are a few videos to help explain how they work. BTW this is a bit complicated and easier to understand if you have taken advanced calculus. Don’t worries if you haven’t taken advanced calculus, you will still gain and understanding of neural networks.
In addition, if you plan to use artificial intelligence or apply it to a particular problem you will not necessarily need to understand how neural networks work. Don’t shy away from using AI just because you don’t understand the mechanics. Do you drive a car? You don’t need to understand internal combustion engines in order to operate a motor vehicle.
How Deep Neural Networks Work
"A gentle introduction to the principles behind neural networks, including back propagation. Rated G for general audiences."
12a: Neural Nets
*NOTE: These videos were recorded in Fall 2015 to update the Neural Nets portion of the class.
MIT 6.034 Artificial Intelligence, Fall 2010
View the complete course: http://ocw.mit.edu/6-034F10
But what *is* a Neural Network? | Deep learning, Part 1
Gradient descent, how neural networks learn | Deep learning, part 2
