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Mathematical Foundations for Data Analysis

Lecture Materials

This book was developed from two courses. Lecture material is provided here from recent versions.


Foundations of Data Analysis

This course (UofU Fall 2020) covers most of Chapters 1,2,3,5,6,7,8, and 9 and is taught to mainly college sophomores and juniors. The Lecture Video Playlist is on Youtube, and was taught over Zoom. The following has links to slides written on iPad during the lecture, and sometimes Colab python code.


Data Mining

This course (mostly from UofU Spring 2020) covers most of Chapters 4, 5, 7, 8, 10, and 11 and is taught to college seniors and first year graduate students. It mostly follows this Lecture Playlist on YouTube, partially taught on Zoom. The following links to slides written on iPad during the lecture.