In this section, we're going to take a step back to learn some of the basics of linear algebra - the math that powers most machine learning models. You may not need to know linear algebra just to call ...

Simultaneous linear equations are used to model situations where two relationships must be satisfied at the same time. These problems often involve two interdependent variables, such as comparing ...

In this section, you're going to learn about one of the most basic machine learning models, linear regression! Many of the ideas you learn in this section will be foundational knowledge for more ...

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My bookshelves are lined with materials that support my work in data science and machine learning. I have a large section of mathematics books including several on the subject of linear algebra. For ...

THE contents of this volume fall into three clearly marked sections. Chapters 1–4 (pp. 1–105) lead up to the location and calculation of the real roots of a real algebraic equation ; the cubic and ...