Jun 15, 2024  
USC Catalogue 2023-2024 
USC Catalogue 2023-2024

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 (ITP 115  or ITP 116 )
Instruction Mode: Lecture
Grading Option: Letter