Participating Courses

Course NameDepartmentUniversityLevelAverage Class SizeSample Modules
Monitoring and Analysis of the EnvironmentEnvironmental ScienceVTSenior30-40Errors in Measured Data
Engineering HydrologyCivil and Environmental EngineeringNC A&TJunior30-40

Time-series Analysis of Precipitation Data

Rainfall-runoff Analysis using real-world high-frequency data

HydrologyCivil and Environmental EngineeringVTSenior and graduate40-50Frequency Analysis in Hydrology
Smart CitiesUniversity CourseVUSenior and graduate20-30

Confidence Intervals

Clustering

Supervised Learning

EcologyBiological SciencesVTSophomore65-100

Introduction to Data Science: Visualization and Interpretation

Ecology is Data!

Effects of Acid Rain on Aquatic and Terrestrial Ecosystems

Engineering StatisticsIndustrial EngineeringNC A&TSophomore and junior30-50

Basic Statistics

Hypothesis Testing

Ecosystems EngineeringNatural Resources and Environmental DesignNC A&TSenior10-20Stormwater Monitoring and Data Science

Data Science Topics Assessed in Each Sample Module

ModulesUncertainty in Data CollectionData MeasurementData AccessErrors in Measured DataData CleaningData Visualization (Interpretation) Data Visualization (Communication) Statistical Analysis

Errors in Measured Data

   XX XX

Time-series Analysis of Precipitation Data

X     X 

Rainfall-runoff Analysis using real-world high-frequency data

      XX

Frequency Analysis in Hydrology

X X XXXX

Confidence Intervals

  X   XX

Supervised Learning

  X  XXX

Clustering

     XXX

Introduction to Data Science: Visualization and Interpretation

    X XX

Ecology is Data

 XX  XXX

Effects of Acid Rain on Aquatic and Terrestrial Ecosystems

     XXX

Basic Statistics

     XXX

Hypothesis Testing

    XXXX

Stormwater Monitoring and Data Science

    XXXX