Computer programming and data analysis for civil and environmental engineering projects. Acquiring, cleaning and pre- processing data sets. Probability distributions, hypothesis testing, and regression modeling. Time series and frequency analysis. Data visualization. Pre: 3804 (C-). (3H, 3C)

• Solve engineering problems using a scientific computing language, including use of functions and flow control structures.
• Import, clean, and pre-process CEE data sets.
• Conduct exploratory data analysis through data visualizations and summary statistics.
• Design, test assumptions, conduct, and interpret hypothesis tests for CEE problems.
• Design, test assumptions, conduct, and interpret regressions for CEE problems.
• Evaluate time-series data and frequency analysis for CEE problems.