Small Datasets in Machine Learning

Learn about small data and what you'll accomplish. Check your prerequisite knowledge and overview the tools and environment you'll be using.

You will learn to identify small data as opposed to big data. You will learn about some small data techniques understand the types of problems that can be solved with small datasets.

You will learn the basics of transfer learning as well as how to decide when to use transfer learning. You will see a demo of how transfer learning works.

You will learn the difference between synthetic data and fake data and when you should use synthetic data. You will learn the basics of how to generate synthetic data.