Tutorials:
Running R, C and Matlab jobs on UF HPCC
Current/Upcoming Courses:
Fall 2025 - STA6703 "Statistical Machine Learning" syllabus
Fall 2025 - ABE6933 "Applied Statistical Machine Learning" syllabus
Fall 2025 - ABE6933 "Applied Regression & Design of Experiments" syllabus
Course Materials:
STA6703 "Statistical Machine Learning" [course materials][video recordings]
ABE6933 "Applied Statistical Machine Learning" [video recordings]
ABE6933 "Foundations of Probability & Math Statistics: a Scientific Computing Approach" [course materials][video recordings]
STA6709 "Spatial Statistics & Hierarchical Modeling for Dependent Data" [course materials][video recordings]
Recent/Past Courses:
Fall 2024 - STA6348 "Bayesian Analysis for Machine Learning and Uncertainty Quantification" syllabus
Fall 2024 - STA6703 "Statistical Machine Learning" syllabus
Fall 2024 - ABE6933 "Applied Statistical Machine Learning" syllabus
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"
A tinyurl link to this page: https://tinyurl.com/nbliznyuk-teaching