This lecture covers the definitions and interpretations of partial derivatives, emphasizing the dependency on coordinate choices. Topics include the geometric interpretation, gradients, and tangent planes in multivariable functions. The instructor, Peter Wittwer, explains the concept with examples and notations, providing insights into the fundamental principles of calculus.