MATH 446 Data Science with Python

Units: 4
Terms Offered: FaSp

Python implementations of: data collection, data wrangling, exploratory data analysis, dimensionality reduction, unsupervised / supervised learning, clustering, classification, common predictive statistical / machine learning algorithms, model validation.
Prerequisite: MATH 408 and (MATH 225 or MATH 235) and (ITP 115 or ITP 116)
Instruction Mode: Lecture
Grading Option: Letter