STAT 5685: Data Technologies for Statistical Analysis
Credits: 3. Contact Hours: Lecture 3.
Prereq: One of (STAT 5279 or STAT 5579)
Introduction to computational methods for data analysis. Accessing and managing data formats: flat files, databases, web technologies based on mark-up languages (SML, KML, HTML), netCDF. Elements of text processing: regular expressions for cleaning data. Working with massive data, handling missing data, scaled computing. Efficient programming, reproducible code.
(Typically Offered: Spring)