Teaching/Tutorials

Tutorials:

Running R, C and Matlab jobs on UF HPCC

caret library in R for ML

Current/Upcoming Courses:

Fall 2024 - ABE6933 "Applied Statistical Machine Learning" syllabus. 

Fall 2024 - STA6703 "Statistical Machine Learning" syllabus.  

Fall 2024 - STA6348 "Bayesian Analysis for Machine Learning and Uncertainty Quantification" syllabus

Course Materials:

ABE6933 "Foundations of Probability & Math Statistics: a Scientific Computing Approach"  [course materials][video recordings]

STA6703 "Statistical Machine Learning" [course materials][video recordings]

STA6709 "Spatial Statistics & Hierarchical Modeling for Dependent Data" [course materials][video recordings]

Recent/Past Courses:

Fall 2023 - ABE6933 "Applied Statistical Machine Learning" syllabus.

Spring 2023 - STA6709 "Spatial Statistics & Hierarchical Modeling for Dependent Data" syllabus

Fall 2022 - STA6703/EEL5934 "Statistical Machine Learning" syllabus. 

Fall 2022 - STA6348 "Bayesian Analysis for Machine Learning and Uncertainty Quantification" syllabus

Fall 2021 - ABE6933 "Statistical Machine Learning" syllabus

Fall 2021 - STA6934/ABE6933 "Spatial Statistics" syllabus

Fall 2020 - ABE6933 "Statistical Machine Learning" syllabus

Fall 2020 - ABE6933 "Foundations of Probability & Math Statistics: a Scientific Computing Approach" syllabus

Fall 2019 - ABE6933 "Statistical Machine Learning" syllabus

Fall 2019 - STA6934/ABE6933 "Spatial Statistics" syllabus

Spring 2019 - ABE6933 "Modern Bayesian Methodology & Applications" syllabus

Fall 2018 - ABE6933 "Statistical Machine Learning" syllabus (from Fall 2017)

Fall 2017 - ABE6933 "Spatial Statistics" syllabus

Fall 2017 - ABE6933 "Statistical Machine Learning"

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