M.S. In Business Analytics (STEM)

The Master of Science with a major in Business Analytics is designed to provide an appropriate base of knowledge for entry into the Data Science, Business Analytics, Data Engineer or Business Intelligence fields. This STEM approved program is intended for those students who desire a strong, specialist degree in business analytics that incorporates a solid understanding of both the application and use of business analytics and technology that underlies and facilitates those applications.

  • STEM Approved – allows for up to 12-month CPT and 36-month OPT
  • Flexible Duration – allows you to finish in 12-24 months
  • 36 Credit hours – 15 credit hour Core + 21 credit hour Electives
  • Cutting-Edge – teaches you industry relevant skills
  • Economical – Total Tuition approximation: In-State: $19,628, Out-of-State: $37,488
    (based on 9 credit hours/semester)
THECB Marketable Skills
  • Simulation/mathematical models development
  • Oral and written communication
  • Use analytics to solve business problems
  • Digital data sources access/analysis
  • Mathematical estimation, inference, and forecasting

For a complete list of THECB Marketable skills, visit https://vpaa.unt.edu/thecb/cob/itds.

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UNT is one of the most affordable universities in Texas – and a lower tuition means a higher return on your academic career.

  • DSCI 5210 (3 hrs) Model Based Business Intelligence
  • DSCI 5240 (3 hrs) Data Mining
  • DSCI 5340 (3 hrs) Predictive Analytics and Business Forecasting
  • BCIS 5420 (3 hrs) Foundations of Database Management

  • Students must choose from 1 of the following 2 courses:
    • BCIS 5700 (3 hrs) Strategic Use of Information Technology
      (must be taken in the final semester or final 12 hours)
    • DSCI 5260 (3 hrs) Business Process Analytics

Students can mix & match elective courses listed under the tracks or choose from any BCIS or DSCI courses.

Up to six hours of elective courses may be taken outside of the ITDS Department, so long as they are related to the program of study and are approved by the ITDS Department.

Students must obtain approval from the ITDS Department for all electives.

  • DSCI 5340 (3 hrs) Predictive Analytics and Business Forecasting
  • DSCI 5360 (3 hrs) Data Visualization Analytics
  • BCIS 5140 (3 hrs) Artificial Intelligence in Business
  • BCIS 5110 (3 hrs) Programming Languages for Business Analytics
  • ADTA 5900 (3 hrs) Deep Learning with Big Data
  • ADTA xxxx (3 hrs) Probability Modeling and Optimizations
  • DSCI 5350 (3 hrs) Big Data Analytics
  • DSCI 5330 (3 hrs) Enterprise Appl. of Business Intelligence
  • BCIS 5610 (3 hrs) Data Warehousing
  • LSCM 5830 (3 hrs) Industrial Distribution & Logistics Management
  • OPSM 5840 (3 hrs) Strategic Supply Management
  • MKTG 5200 (3 hrs) Consumer Behavior
  • MKTG 5250 (3 hrs) Advanced Marketing Research & Analytics
  • MKTG 5260 (3 hrs) Marketing Metrics
Coming Soon
Corporate and Academic Partnerships

Career Outcomes

  • Business Intelligence Specialist

  • Data Analyst

  • Data Engineer

  • Data Scientist

  • and many more...

Average Salary


* Average ITDS Graduate student salary reported within 90 days of graduation.

Strategically located
UNT’s proximity opens up a wealth of career, networking and internship opportunities. UNT is nestled in the Dallas-Fort Worth area, home to the nation’s fourth largest concentration of Fortune 500 companies. The flexible career paths of a business analytics major, and proximity of UNT, open up a wealth of career, networking and internship opportunities.
Industry connections
More than 700 companies have offered paid internships over the past three years to UNT business students. Big name companies that hire our graduates, include:

Texas Instruments • Toyota • PepsiCo • Hitachi • IBM

Connect with Us

Kashif Saeed

Director MS Business Analytics, MBA Business Analytics, and MBA Information Systems
G. Brint Ryan College of Business

BLB 312E

Julie Jernigan

Director of Corporate Outreach and Student Recruitment
G. Brint Ryan College of Business

BLB 201E

Ben Dearman

Assistant Dean of Master's Programs
G. Brint Ryan College of Business

BLB 201D

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