Sweller's Cognitive Load Theory is a framework that explains how the human brain processes information during learning and the limitations of working memory. This theory emphasizes the importance of managing cognitive load to enhance learning, suggesting that instructional design should minimize extraneous load, optimize germane load, and support intrinsic load for effective knowledge acquisition.