Adv. Exploratory Data Analysis

Catalog description

Students will learn to apply statistical methods and data visualization techniques to extract meaningful insights from structured and unstructured data. Topics include advanced statistical analysis techniques, multivariate data analysis, time-series analysis, text analysis, complex network analysis, dimensionality reduction and feature engineering methods, advanced data visualization techniques, and outlier detection.