In the lesson, students are reminded to gather all necessary ingredients and equipment before preparing a Swiss roll, including items like eggs, sugar, and coconut for rolling. The teacher emphasizes the importance of preheating the oven and highlights two main tips: ensuring ingredients are ready and understanding potential recipe modifications for healthier options. Students are encouraged to recall previous video lessons and comments for a better understanding of the process.