The Department of Linguistics is now offering a Linguistics and Data Science Certificate. This is a 5 course undergraduate certificate that provides a foundation in linguistics, quantitative methods and programming, and builds on it within the study of human language and language technology. Students develop programing skills, understanding of basic formal foundations (e.g. formal language theory and probability theory), and applications in language technology and in the study of human linguistic knowledge. The full curriculum is below.
As the first programming course, students can also elect to take Ling 190D Data Science for Linguistics, which is being offered online in the Fall and Spring of the 24-25 academic year.
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Curriculum for Data Science and Linguistics Certificate
The first two courses to be completed are an introduction to Linguistics, and an introduction to programming
1. Linguist 201: How Language Works: Introduction to Linguistic Theory
2. One of CICS 108, 110, or COMPSCI119
CICS/STATISTC 108: Foundations of Data Science CICS 110: Foundations of Programming
COMPSCI 119: Introduction to Programming with Python
Information on these introductory programming courses can be found at: https://www.cics.umass.edu/content/intro-programming.
Ling 201 and the programming course are prerequisites for Ling 409, which is itself a prerequisite for Ling 429
3. LINGUIST 409 Introduction to Computational Linguistics
4. LINGUIST 429H Advanced Computational Linguistics
5. An elective in quantitative linguistics or in statistics. One of the following courses, or another course at the 300-level or above approved by the Certificate director:
ANTHRO 281 Statistics in Anthropology Using R
PSYCH 240 Statistics in Psychology
STAT 240 Introduction to Statistics
LING 394 Language and Cognition
LING 412 Language processing and the brain
LING 414 Introduction to phonetics for linguists