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This lecture explores the concept of depth of processing in learning, emphasizing the importance of engaging prior knowledge for meaningful understanding. It delves into how connections between pre-existing knowledge and perceptions lead to the formation of long-term memories. Through examples like Boyle's Law, the instructor illustrates the benefits of deep processing over surface processing, highlighting the significance of elaborate encoding. The lecture also addresses common misconceptions in learning algorithms, emphasizing the value of comprehension over rote memorization. Various activities and questions are used to reinforce the understanding of these concepts.