No, world doesn’t have a capital letter, unless it becomes at the beginning of the sentence, or comes as part of a proper noun, or when it comes as part of a title.
Examples: World is the place we live in.
There were many victims during the World War. (part of a proper noun)
Coronavirus Invades the World. (title)