The deep web is anything on the internet that isn't indexed by a search engine like Google. For example, content behind a paywall like membership sites or anything the content owner chooses to block from being indexed. This content can still be accessed by a standard browser.
The dark web is purposefully hidden and requires a Tor browser to access. Estimates say it is about 5% of the total internet.