Chapter two discusses algorithms and flowcharts as essential tools for problem-solving in programming. It outlines the steps to resolve a problem, including analyzing it, writing an algorithm, and creating a flowchart, which visually represents the process. Additionally, flowcharts can be classified into four types and assist programmers in organizing logic and minimizing errors during program development.