I’ll try my best to offer a concise explanation:
Markdown is a markup language whose key goal is human readability and ease of use, e.g. using *asterisks* for italics, so that users can focus on the content rather than the styling.
When you write a document using Markdown, it is stored in a plain text file with a .md extension. Those files are what I was referring to when I said “markdown notes”.