University of Chicago Data Science Courses 2021-2022

NOTE:  Please confirm with the information in the catalog.  This page does not replace the catalog. 

Core Data Science Courses

Aut  Wtr  Spr  Add'l 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

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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

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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

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Additional Courses

Aut  Wtr  Spr  Sum

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

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