Urban Data Structure Basics

3 Credits

Lectures introduce programming basics, fundamental data structures, and their retrieval and storage techniques, with demonstrations and hands-on assignments that cover diverse data types, including tabular housing data, satellite imagery, pedestrian and vehicular traffic time series, texts from citizen social media. Learn Numpy, Pandas, OpenCV, Scikit-learn, and PyTorch. Progresses from Python fundamentals to interacting with common small data then finally big data.