DT lecture video|Matrix and Calculus|SNS Institutions

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Design Thinking Meets Linear Algebra: Understanding Eigenvectors

In this lecture, we explore the concept of Eigenvectors through the lens of Design Thinking. Instead of treating it as just another mathematical definition, we use real-world analogies, problem-solving steps, and visual imagination to understand why eigenvectors matter and how they simplify complex transformations. The session follows the design thinking stages — Empathize, Define, Ideate, Prototype, and Test — to make the abstract idea of eigenvectors intuitive and engaging. By the end, learners will see eigenvectors not just as numbers and directions, but as powerful tools used in data science, image compression, machine learning, and engineering applications.

Видео DT lecture video|Matrix and Calculus|SNS Institutions канала Dr. Nandini Gnanasekaran