CMPSC 111 - Introduction to Computational Science

Introduction to the numerical algorithms that form the foundations of data science, machine learning, and computational science and engineering. Matrix computation, linear equation systems, eigenvalue and singular value decompositions, numerical optimization. The informed use of mathematical software environments and libraries, such as python/numpy/scipy.

Prerequisites: Mathematics 4B with a grade of C or better; Mathematics 6A with a grade of C or better; Computer Science 24 with a grade of C or better.

CMPSC 111

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Introduction to Computational Science

Frederic Gibou 4.0

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12:30 PM - 13:50 PM

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