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Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

Lex Fridman Podcast

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The Math Behind Deep Learning

This chapter examines the crucial role of linear algebra in deep learning and how it facilitates the analysis of large datasets for pattern recognition and predictive modeling. It also discusses the significance of piecewise linear functions and their application in neural networks, illustrating their capabilities through engineering examples.

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