Interdisciplinary Studies with a concentration in Computational Linguistics Master's
Program Overview
Interdisciplinary Studies with a concentration in Computational Linguistics
Master's
Program Overview
Harness the power of big data and machine learning to create systems to solve problems and improve human-computer communication. A concentration in Computational Linguistics brings together coursework in linguistics and computer science to develop two different skill sets in students.
Program Type
- Master of Science (M.S.)
Format
- Hybrid
Estimated Time to Complete
- 2 years
Credit Hours
- 30
Program Description
Computational linguistics (CL) is the scientific study of language from a computational perspective. CL lives at the intersection of language and technology; it is inherently interdisciplinary. The CL concentration in the interdisciplinary studies master’s program brings together course work in linguistics and computer science to develop two different skill sets in students.
First, our graduates develop keen skills in linguistics and linguistic analysis, learning how languages work in the abstract. This knowledge can then be applied to the design of computational systems for automating linguistic analysis.
The second major goal of the concentration is for students to develop a thorough knowledge of the methods used in automated natural language processing (NLP), as well as the programming skills to undertake research in computational linguistics.
These two skill sets will be augmented by a pair of courses selected to strengthen background relevant for the student’s intended career path. These course sequences are to be selected in consultation with the concentration advisors; possible topics include learning technologies, digital data curation, business analytics or information science.
Marketable Skills
- Work independently across two or more disciplines
- Teamwork
- Function across organizational silos through discipline integration
- Synthesize information and results
- Write in a professional and coherent manner
Program Highlights
Whether you are a young recent graduate of a bachelor’s program or have been in the workforce for years, you can hone your talents for future employment where broad knowledge, advanced research, and effective communication skills are in high demand.
The program allows you to take classes in person at our Frisco or Denton campuses, or you can choose to complete it 100% online.
Our online master’s in Interdisciplinary Studies is ranked a Top 25 Program in the Nation by MyDegreeGuide.com.
Through UNT’s Interdisciplinary Studies program you will learn to sift through information and produce a body of work that synthesizes multiple perspectives, arriving at a more comprehensive understanding of the important issues.
The interdisciplinary studies program offers students a high degree of flexibility in designing a program of study that cuts across disciplinary boundaries.
Employers recognize the value of individuals who are open-minded, and who call upon a wide array of unconventional tools to solve intricate problems.
Career Outlook
Program Courses
- Morphology (3 hrs)
- Core concepts of word structure and different theories of word formation are used to analyze data from a variety of languages. Students consider the relation of morphology to language change.
- Computational Linguistics I (3 hrs)
- Introduction to the computational analysis of language, focusing on core methods in natural language processing. Combination of theory and implementation (in Python).
- Fundamentals of Artificial Intelligence (3 hrs)
- A broad understanding of the basic techniques for building intelligent computer systems and how AI is applied to solve problems. The emergent nature of intelligent behavior through robust and efficient sensation, knowledge representation, and decision making are demonstrated through a series of hands-on demonstrations and tutorials. Ethical implications of automation and autonomy of machines are discussed through case studies. This exposure provides the breadth to understand the capabilities to begin a deeper exploration of artificial intelligence.
- Pattern Recognition (3 hrs)
- Study of the fundamentals of pattern recognition techniques including Bayesian decision and estimation, non-parametric methods, multi-class classifiers and feature selection methods.
- Natural Language Processing (3 hrs)
- Introduction to natural language processing; modern theories of syntax; context-free parsing; transformational syntax and parsing; augmented transition networks; and survey of natural language processing systems.
- Research Design in Linguistics (3 hrs)
- Provides an introduction to research methods in linguistics and applied linguistics/ESL with a focus on empirical research and the social and behavioral aspect of language science. Covers a range of techniques for conducting linguistic research including language data elicitation, data compilation, and data mining.
Program Outline
Degree Overview:
The Interdisciplinary Studies with a concentration in Computational Linguistics Master's program is a hybrid program that combines coursework in linguistics and computer science. The program aims to develop two distinct skill sets in students:
Linguistic Analysis:
Graduates develop expertise in linguistics and linguistic analysis, understanding how languages function abstractly. This knowledge is applied to designing computational systems for automating linguistic analysis.
Automated Natural Language Processing (NLP):
Students gain a comprehensive understanding of methods used in NLP and acquire programming skills for conducting research in computational linguistics. The program also includes two elective courses chosen in consultation with advisors to strengthen the student's background for their intended career path. Possible topics include learning technologies, digital data curation, business analytics, or information science.
Careers:
The program prepares graduates for careers in fields where broad knowledge, advanced research, and effective communication skills are in high demand. Potential career paths include:
- Computational Linguist: Develops and applies computational methods to analyze and understand language.
- Natural Language Processing Engineer: Designs and builds systems that enable computers to understand and process human language.
- Research Scientist: Conducts research in computational linguistics and related fields.
Other:
- The program is ranked a Top 25 Program in the Nation by MyDegreeGuide.com.
- Students can choose to complete the program in person at the Frisco or Denton campuses or 100% online.
- Employers value individuals who are open-minded and can use a wide range of tools to solve complex problems.
University of North Texas Summary
Overview:
The University of North Texas (UNT) is a public research university located in Denton, Texas. It is a large institution with nearly 47,000 students, making it a top choice for career readiness in Texas. UNT offers a wide range of academic programs, including bachelor's, master's, and doctorate degrees, as well as certificates.
Services Offered:
UNT provides a variety of services to its students, including:
MyUNT:
A portal for accessing student information, grades, and other resources.CANVAS:
An online learning platform for accessing course materials and submitting assignments.Student Email:
An email account for communication with faculty, staff, and other students.UNT Directory:
A directory for finding contact information for faculty, staff, and departments.Libraries:
Access to extensive library resources, including books, journals, and databases.Financial Aid:
A variety of financial aid options, including scholarships, grants, and loans.Student Life:
A wide range of student organizations, clubs, and activities.Campus Map:
An interactive map of the campus, including buildings, parking lots, and other points of interest.Jobs at UNT:
A job board for students seeking on-campus employment.Student Life and Campus Experience:
UNT offers a vibrant and diverse campus experience with a wide range of opportunities for students to get involved. Students can participate in:
Student organizations:
Over 400 student organizations, including academic, cultural, and social clubs.Athletics:
The Mean Green athletic program, which competes in NCAA Division I.Campus events:
A variety of events throughout the year, including concerts, lectures, and festivals.Community engagement:
Opportunities to volunteer in the local community.Key Reasons to Study There:
Academic Excellence:
UNT offers a wide range of academic programs, with many ranked among the nation's top 100.Affordability:
UNT provides significant financial aid to students, making it a more affordable option for many.Quality of Life:
Located in Denton, a vibrant college town, UNT offers a safe and enjoyable campus environment.Academic Programs:
UNT offers over 100 academic programs across a variety of disciplines, including:
Arts and Design:
Visual arts, music, theatre, dance, and more.Business and Industry:
Accounting, finance, marketing, management, and more.Communications and Media:
Journalism, public relations, advertising, and more.Data Analytics and Information:
Computer science, information technology, and more.Education:
Elementary education, secondary education, special education, and more.Health and Wellness:
Nursing, health sciences, and more.Humanities and Social Sciences:
History, English, psychology, sociology, and more.Music and Performing Arts:
Music performance, music education, theatre arts, and more.Public Service:
Criminal justice, political science, social work, and more.STEM:
Biology, chemistry, physics, mathematics, engineering, and more.Other:
- UNT is a designated Tree Campus Higher Education institution by the Arbor Day Foundation.
- UNT has been named one of the safest college campuses in the nation by Alarms.org for four consecutive years.
- UNT is a top college for students graduating with the least debt, according to U.S. News & World Report.
- UNT is a top college for enrolling transfer students, according to U.S. News & World Report.
- UNT has been named one of America's Top Colleges by Forbes for 16 consecutive years.
- UNT is located in Denton, which has been ranked as the 7th best college town in the nation by 247WallSt.com.
