2022 QUEST

  • Machine Learning: Discovering the Rules of Life Through Images.
  • Example of Structured Image Data
  • Complete instructions exploring image data with Andromeda
  • Create a Structured Dataset: Link to a python, jupyter notebook to transform images from iNaturalist to structured data.
  • Video: A video demonstrating how to transform image data from iNaturalist to structured data in .csv or .xlsx format.
  • Data Dictionary: A document that defines all of the variables that are created for the structured dataset of the images.
  • Explore Data with Andromeda: Link to a python, jupyter notebook to import data into Andromeda and explore data dynamically.
  • Video 1: A video demonstrating how to import structured data (in .csv format) into Andromeda.
  • Video 2: A video demonstrating how to use Andromeda for data exploration.

    • Syllabi of Classes Taught

  • STAT 1014: Data in Our Lives
  • STAT 2004: Introductory Statistics
  • STAT/CMDA 3654: Introduction to Data Analytics and Visualization (Team Taught)
  • STAT 4214: Methods of Regression Analysis
  • STAT 4444: Applied Bayesian Statistics
  • STAT 5104: Probability and Distribution Theory
  • STAT 5364: Hierarchical Modeling
  • STAT 5525: Statistical Learning

    • Teaching Statement

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