Discrete Data is the data that takes only specified values. For example, if you give a test, you can either pass or fail. So, data is discrete in this case as it has only two specified outcomes.
Continuous Data is the data that can take any value within a given range. This range can be either finite or infinite. For example, depth of an ocean, weight of a person or length of a road.