Pretty much the same as saying "I need to study really bad".

It is usually used when there is a ton of work to be done in little or not enough time frequently due to procrastination.

"Yo man I have 3 tests tomorrow and I don't know shit, I gotta study like a cholo."
by Haden X November 26, 2007
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