Advanced functions are used for higher-level operations like conditional equations to compute financial calculations. These include IF statement functions to write conditional formulas, date functions to calculate time periods, lookup functions to match values in arrays, list functions to organize data, and count functions to count the number of cells meeting certain criteria.