Since linear algebra is a subfield of continuous mathematics, most computer scientists do not have enough experience with linear algebra, a tool vital for studying deep learning. In this chapter, we will introduce the essential knowledge of linear algebra as a prerequisite to deep learning models and algorithms in later chapters.

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