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Columbia Master of Science in Data Science (Electives (Topics in Computer…
Columbia Master of Science
in Data Science
Foundation
Introduction to Data Science (STAT W4242)
Computer Science
Computer Systems for Data Science (COMS W4121)
Machine Learning for Data Science (COMS W4721)
Algorithms for Data Science (CSOR W4246)
Statistics
Probability Theory (STAT GU4203)
Probability & Statistics for Data Science (STAT GR5701)
Exploratory Data Analysis & Visualization (STAT GR5702)
Statistical Inference & Modeling (STAT GR5703)
Electives
Topics in Computer Science: Applied Machine Learning (COMS W4995)
Topics in Computer Science: Causal Inference for Data Science (COMS W4995)
NLP: Computational Models of Social Meaning (COMS E6998)
Topics in Information Processing: Big Data Analytics (EECS E6893)
Deep Learning for Computer Vision, Speech, and Language (EECS E6894)
Big Data in Finance (IEOR E4721)
Capstone Project (ENGI E4800)