Andrej Karpathy shares practical advice for undergraduate students to succeed in their courses, emphasizing the importance of sleep, early preparation, and effective study strategies. He advocates for understanding material deeply, collaborating with peers, and utilizing professors' office hours to enhance learning and retention. The article highlights the benefits of organized study habits and the necessity of practice through exercises.