Chapter 1: You should know all of this material. Most of it is basic math. Pay particular attention to the short discussion of recursoin.

Chapter 2: This chapter on Algorithm Analysis is important. Read all of it.

Chapter 3: Lists. This is basic to this course. Read about:

Chapter 4: Trees. Read Chapter 6 Priority Queues (Heaps)