in this section, we will discuss various advanced and arguably quite abstract topics, such as tensor index notation, coordinate transformations, Jacobian matrices as well as covariant and contravariant vector components. Understanding the concepts in this section is essential for learning tensor calculus, differential geometry as well as many topics in physics including advanced electrodynamics, special relativity, general relativity and even quantum field theory.