INFO 371

Advanced Methods in Data Science

Prerequisites

INFO 370.

Description

Introduces modern methods in applied data science. Emphasizes practical applications and analysis of real-world data through a survey of common techniques in supervised and unsupervised machine learning, and methods for experimental design and causal inference. Students learn functional, procedural, and statistical programming techniques for working with data.