1. The document discusses the importance of learning algorithm analysis. 2. It notes that while students have learned about algorithm components, structures, searching, sorting and data structures, algorithms should also be efficient and optimal. 3. Algorithm analysis is needed to determine how long algorithms take to run and ensure they are efficient.