How Much Data Do We Need?

When you think you don't have enough data to start an important machine learning project

In this presentation, Dr. Tim Oates discusses transfer learning, open source datasets and synthetic data, few shot learning, active learning, and semi-supervised learning. By the end of the session, you should understand what all of these methods are, when they are applicable, and what kinds of results you can expect from using them.