Why it matters: Linear algebra underpins machine learning, enabling efficient data representation, transformation, and optimization for algorithms like regression, PCA, and neural networks. Python ...

Prerequisite: MATH 15a or MATH 22a. Yields half-course credit. Introduces fundamental skills for both computing and oral communication in the context of applied linear algebra problems. Includes ...

Python’s rich ecosystem of libraries like NumPy and SciPy makes it easier than ever to work with vectors, matrices, and linear systems. Whether you’re calculating determinants, solving equations, or ...