It is a set of standards for writing and the layout of documents, different fields or disciplines have different standards. Common style guides are APA, MLA, Turabian, Chicago, and CSE (Council of Science Editors).
Your professor will state the style guide you are expected to use for class assignments. Check your syllabi or talk with your professor. Should you decided to submit a manuscript for publication, the journal or publisher will determine the style guide.