The OpenAI website has a number of white papers posted. Here’s one about “Infrastructure for Deep Learning”… just to give us a taste or a quick overview of some of what that involves. Just as curation is a burgeoning field involving science and AI, deep learning is part of the future.
Deep learning (also known as deep structured learning, hierarchical learning or deep machine learning) is a branch of machine learning based on a set of algorithms that attempt to model high level abstractions in data by using a deep graph with multiple processing layers, composed of multiple linear and non-linear transformations
No, we aren’t going to become experts on this anytime soon, but we need a sense of how the field of machine learning, AI, and online learning are going to interact. And it will help to at least have some awareness of some of the pieces to that puzzle. Have fun.
[gview file=”https://publicservicesalliance.org/wp-content/uploads/2016/11/Infrastructure-for-Deep-Learning.pdf”]