Stillwell does an amazing job of introducing Lie theory using nothing more. He introduces the abstract group theory and the differential geometry that are needed for the book. Everything he does can easily be understood by following elementary computations.
Book:
John Stillwell, Naive Lie theory
Term:
Spring
Year:
2016