INFO-2301 (3) Quantitative Reasoning 2: Uncertainty and Inference

Introduces intermediate-level methods for quantitative data analysis, focusing on foundational concepts in probability and statistical inference along with complementary computational skills and tools. The course will cover basic probability concepts, common probability distributions and methods for estimating their parameters, multivariate regression with applications to forecasting and classification and a variety of methods of statistical significance testing. Requisites: Requires prerequisite course of INFO 1201 and INFO 1301 (all minimum grade C-).