Tuples are immutable sequences like lists but cannot be modified after creation, making them useful for storing fixed data like dictionary keys; they are created using parentheses and accessed using indexes and slices like lists but elements cannot be added, removed, or reassigned. Dictionaries are mutable mappings of unique keys to values that provide fast lookup of values by key and can be used to represent polynomials by mapping powers to coefficients.