This lecture covers the basics of Insertion Sort, a simple sorting algorithm compared to organizing a hand of playing cards. It explains the algorithm step by step, including the insertion process and correctness analysis. The instructor also introduces the computational model for predicting algorithm resources and discusses the running time analysis of Insertion Sort. Students are encouraged to ask questions and review fundamental concepts in discrete math and programming basics.