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Course Information

Statistics for Data Science (DCS 525)

Term: 2022-2023 Spring

Faculty

Nalin Fonseka
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Schedule

Tue-Thu, 6:00 PM - 9:00 PM (3/6/2023 - 4/23/2023) Location: MAIN DEEDS D102

Description

This course will cover a variety of topics in statistics including data collection methods, measures of central
tendency and spread, the relation between two variables, conditional/joint/marginal probabilities,
probability distributions, statistical inference, point estimates, confidence intervals, significance testing,
goodness-of-fit test, various two-sample tests, Bayesian statistics, Bayes theorem, conjugate priors, posterior
distributions, credible intervals, A/B testing, logistic regression.