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Data Science - Minor

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Data science is a multidisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data.

This minor provides students with an introduction to the core concepts and skills of data science in computing, statistics and information science to complement existing majors in CMCI fields, in the social sciences and in the arts and humanities.

The program is specifically designed as an add-on to existing quantitative methods courses and sequences in the social sciences. Students in such degree programs who wish to add data science experience and credentials to their course of study can complete the minor without additional course prerequisites. For this reason, some aspects of the curriculum (particularly the quantitative methods area) are quite flexible, allowing students to acquire this background through subject-specific study in a variety of disciplines.

Required Courses and Credits

The minor is divided into three areas: computing, quantitative methods, and electives. Computing courses cover basic programming and data structures with an emphasis on the Python programming language. Because of the variation in credit hours associated with quantitative methods courses, the total hours for the minor vary between 18-21.

Aside from course prerequisites for the courses listed below, there are no other prerequisites for the minor.

Course List
Code Title Credit Hours
Computing
Computing 1:3-4
Choose one from the following list:
ATLS 1300
Computational Foundations 1
CSCI 1200
Introduction to Computational Thinking
CSCI 1300
Computer Science 1: Starting Computing
GEOG 4303
Geographic Information Science: Spatial Programming
INFO 1201
Computational Reasoning 1: Expression and Media Transformation
LING 1200
Programming for Linguistics
Computing 2:3
INFO 2201
Computational Reasoning 2: Representations of Data
Quantitative Reasoning6-8
Choose a two-course sequence from the following options:
INFO 1301
& INFO 2301
Statistics for Information Science
and Quantitative Reasoning for Information Science
ANTH 4000
& INFO 2301
Quantitative Methods in Anthropology
and Quantitative Reasoning for Information Science
GEOG 3023
& GEOG 4023
Statistics and Geographic Data
and Advanced Quantitative Methods for Spatial Data
PSCI 2075
& PSCI 3075
Quantitative Research Methods
and Applied Political Science Research
PSYC 2111
& PSYC 3111
Psychological Science I: Statistics
and Psychological Science 2: Research Methods in Psychology
SOCY 2061
& SOCY 3201
Introduction to Social Statistics
and Sociological Research Methods
Electives6
Elective coursework in areas related to data science; one of these courses must be in Information Science
INFO 3401
Information Exploration 1
INFO 3402
Information Exposition 1
INFO 3507
Data and the Humanities
INFO 4601
Ethical and Policy Dimensions of Information and Technology
INFO 4602
Information Visualization
INFO 4603
Survey Research Design
INFO 4604
Applied Machine Learning
INFO 4607
Software Engineering for Data-Centered Systems
ANTH 4745
Science, Technology and Society
APRD 4300
Strategic Communication Analytics and Metrics
ENGL 3106
Introduction to Literary Study with Data Science
GEOG 4403
Geographic Information Science: Space Time Analytics
JRNL 4521
Data Journalism
LING 4632
Machine Learning and Linguistics
Total Credit Hours18-21
1

There are two sections each of INFO 3401 and INFO 3402. Section 100 is for students who have completed the prerequisites INFO 2301 and INFO 2201. Section 200 includes prerequisites for the other pathways into the minor.

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