Spring 2025

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Intro

• Intro

• Effective and Responsible Use of AI in Research - UCR document

• Office Hours: M/W 10:00 - 11:00 AM, or by appointment. Zoom (https://ucr.zoom.us/j/99515225321)

• Jupyter and Python

• Intro to Statistical Computing

Course Notes

Algorithms, Source

Nonlinear Functions, Source

Vectors and Matrices, Source

Matrix Inversion, Source

Eigenvalues and Eigenvectors, Source

Singular Value Decomposition, Source

Optimization, Source

MM Algorithm, Source

EM Algorithm, Source

Newton’s Method, Source

Linear Programming, Source

Advanced Optimization Topics, Source

Random Deviates, Source

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