NOTE: Please confirm with the information in the catalog. This page does not replace the catalog.
Core Data Science Courses
Autumn
DATA 11800 Introduction to Data Science I
Instructor(s): D. Nicolae, M. Franklin Terms Offered: Autumn, Winter
DATA 22700 Data Visualization and Communication
Instructor(s): W. Trimble Terms Offered: Autumn
DATA 26100 Statistical Pitfalls and Misinterpretation of Data
Instructor(s): D. Biron Terms Offered: Autumn, Spring
DATA 27100 Data Science Clinic
Instructor(s): D. Uminsky, D. Nicolae Terms Offered: Autumn, Winter
Winter
DATA 11800 Introduction to Data Science I
Instructor(s): W. Trimble Terms Offered: Winter
DATA 11900 Introduction to Data Science II
Instructor(s): D. Nicolae, M. Franklin Terms Offered: Winter, Spring
DATA 21100 Mathematical Methods for Data Science I
Instructor(s): D. Biron Terms Offered: Winter
DATA 27100 Data Science Clinic
Instructor(s): D. Uminsky, D. Nicolae Terms Offered: Autumn, Winter
DATA 27200 Data Science Clinic
Instructor(s): D. Uminsky, D. Nicolae Terms Offered: Winter, Spring
Spring
DATA 11900 Introduction to Data Science II
Instructor(s): W. Trimble Terms Offered: Spring
DATA 12000 Computer Science for Data Science
Instructor(s): Staff Terms Offered: Spring
CMSC 13600 Introduction to Data Engineering
Instructor(s): Terms Offered: Spring
DATA 21200 Mathematical Methods for Data Science II
Instructor(s): D. Biron Terms Offered: Spring
DATA 22100 Introduction to Machine Learning
Instructor(s): W. Trimble Terms Offered: Spring
STAT 22200 Linear Models and Experimental Design
Instructor(s): Staff Terms Offered: Spring
CMSC 23900 Data Visualization
Instructor(s): G. Kindlmann Terms Offered: Spring
DATA 25900 Ethics, Fairness, Responsibility, and Privacy in Data Science
Instructor(s): R. C. Fernandez Terms Offered: Spring
CMSC 25900 Ethics, Fairness, Responsibility, and Privacy in Data Science
Instructor(s): Blase Ur Terms Offered: Autumn
DATA 26100 Statistical Pitfalls and Misinterpretation of Data
Instructor(s): D. Biron Terms Offered: Autumn, Spring
DATA 27200 Data Science Clinic
Instructor(s): D. Uminsky, D. Nicolae Terms Offered: Winter, Spring
Additional Courses
Autumn
CMSC 15100 Introduction to Computer Science I
Instructor(s): A. Feldman, A. Shaw Terms Offered: Autumn
MATH 15300 Calculus III
Instructor(s): Terms Offered: Autumn
CMSC 15400 Introduction to Computer Systems
Instructor(s): M. Wachs Terms Offered: Autumn
STAT 24300. Numerical Linear Algebra
Instructor(s): Terms Offered: Autumn
STAT 24400 Statistical Theory and Methods I
Instructor(s): Staff Terms Offered: Autumn
STAT 24410 Statistical Theory and Methods Ia
Instructor(s): Staff Terms Offered: Autumn
STAT 25100 Introduction to Mathematical Probability
Instructor(s): Staff Terms Offered: Autumn
STAT 25150 Introduction to Mathematical Probability-A
Instructor(s): Robert Fefferman Terms Offered: To be determined
CMSC 25300 Mathematical Foundations of Machine Learning
Instructor(s): R. Willett Terms Offered:
CMSC 25440 Machine Learning in Medicine
Instructor(s): Rick Stevens Terms Offered: Autumn
CMSC 25610 Undergraduate Computational Linguistics
Instructor(s): Allyson Ettinger Terms Offered: Autumn
STAT 26300 Introduction to Statistical Genetics
Instructor(s): M. McPeek Terms Offered: Autumn
STAT 27400 Nonparametric Inference
Instructor(s): Staff Terms Offered: Autumn
CMSC 27620 Introduction to Bioinformatics
Instructor(s): Terms Offered: Autumn
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Winter
CMSC 15100 Introduction to Computer Science I
Instructor(s): A. Feldman, A. Shaw Terms Offered: Winter
CMSC 15200 Introduction to Computer Science II
Instructor(s): A. Feldman, A. Shaw Terms Offered: Winter
MATH 15300 Calculus III
Instructor(s): Terms Offered: Winter
MATH 20000 Mathematical Methods for Physical Sciences I
Instructor(s): Terms Offered: Winter
BIOS 21216 Introduction to Statistical Genetics
Instructor(s): Xin He, Hae Kyung Im Terms Offered: Winter
CMSC 22240: Computer Architecture for Scientists
Instructor(s): Terms Offered: Winter
CMSC 23300 Networks and Distributed Systems
Instructor(s): B. Sotomayor Terms Offered: Winter
CMSC 23500 Introduction to Database Systems
Instructor(s): A. Elmore Terms Offered: Winter
STAT 24400 Statistical Theory and Methods I
Instructor(s): Staff Terms Offered: Winter
STAT 24500 Statistical Theory and Methods II
Instructor(s): Staff Terms Offered: Winter
STAT 24510 Statistical Theory and Methods IIa
Instructor(s): Staff Terms Offered: May be offered in Winter
CMSC 25040 Introduction to Computer Vision
Instructor(s): Michael Maire Terms Offered: Winter
CMSC 25400 (STAT 27725) Machine Learning
Instructor(s): R. Kondor Terms Offered: Winter
CMSC 25700 Natural Language Processing
Instructor(s): Chenhao Tan Terms Offered: Winter
STAT 27725 (CMSC 25400) Machine Learning
Instructor(s): R. Kondor Terms Offered: Winter
STAT 28000 Optimization
Instructor(s): L. Lim Terms Offered: Winter
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Spring
CMSC 15200 Introduction to Computer Science II
Instructor(s): A. Feldman, A. Shaw Terms Offered: Spring
MATH 15300 Calculus III
Instructor(s): Terms Offered: Spring
CMSC 15400 Introduction to Computer Systems
Instructor(s): H. Gunawi, H. Hoffmann, M. Wachs Terms Offered: Spring
MATH 16300 Honors Calculus III
Instructor(s): Terms Offered: Spring
CMSC 23310 Advanced Distributed Systems
Instructor(s): Terms Offered:
STAT 24500 Statistical Theory and Methods II
Instructor(s): Staff Terms Offered: Spring
STAT 24620 Multivariate Statistical Analysis: Applications and Techniques
Instructor(s): M. Wang Terms Offered: Spring
CMSC 25025 Machine Learning and Large-Scale Data Analysis
Instructor(s): Staff Terms Offered:
STAT 25100 Introduction to Mathematical Probability
Instructor(s): Staff Terms Offered: Spring
BIOS 28407 Genomics and Systems Biology
Instructor(s): Y. Gilad Terms Offered: Spring
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Summer
CMSC 15200 Introduction to Computer Science II
Instructor(s): A. Feldman, A. Shaw Terms Offered: Summer