Data science is a multi-disciplinary field of study that combines statistics, math, programming, and machine learning in order to collect, analyze, and gain insights from sets of data. A Master of Science in Data Science can help you pursue a career as a data scientist or data analyst who helps organizations make decisions based on data insights. In Texas, there are several MS in Data Science programs, some of which we will explore below in terms of coursework, credits, and common entrance requirements.
Texas-Based MS in Data Science Programs
Texas Tech University
The MS in Data Science degree program at Texas Tech University in Lubbock, Texas is a quick 1-year program that requires that you take 4 condensed courses each semester. This program can also be completed wholly online or on campus, depending on your preference. Also, most courses are 7-8 weeks in length, except for the 4-5-week summer courses. To earn your data science degree, you will need to earn 36 total credits with coursework that is likely to center on data mining, predictive analysis, and scripting languages among other topics. While there is no thesis requirement, you will need to complete a data science project during your last semester of study.
University of North Texas
The University of North Texas in Denton, Texas offers a 36-credit hour MS in Data Science that features online, hybrid, and face-to-face classes. This program is a member of the iSchools organization, which is a consortium of information-focused schools, and as such, you have opportunities to participate in research at on-campus labs and with highly-regarded scholars. Your coursework in this program will likely include core classes in such subjects as data analytics, descriptive linguistics, and big data as well as electives in cyber security and language processing. To finish your degree, you will also need to complete an internship or a research project.
Southern Methodist University
Located in University Park, Texas, Southern Methodist University's MS in Data Science in a fully online degree that uses interactive online classes, collaborative peer activities, and some online face-to-face courses. This program is designed to be completed in 20-28 months and will require 33.5 credits of coursework in subjects such as business intelligence, machine learning, and natural learning processing. Southern Methodist University's program will also allow you to choose either a machine learning or business analytics specialization. At the end of your program, you will need to complete a capstone project that consists of a group project and attend an on-campus immersion experience that includes lectures, workshops, and panels.
University of Houston
The University of Houston, which is located in In Houston, Texas, offers a hybrid Master of Science in Statistics and Data Science degree that is designed to be completed in only 1 year. This is a 30-credit hour program that will give you a strong foundation in statistics through core required courses in statistical computing and probability statistics. You could also take electives in such subjects as biomedical data analysis, machine learning, and programming foundations. To finish up this degree program, you will need to complete a summer internship project in a commercial, industrial, or biomedical setting as well.
The University of Texas at Dallas
The University of Texas at Dallas, located in Dallas, Texas, offers a Master of Science in Statistics that will allow you to choose a data science specialization. This is a 36-credit hour program that will include data science electives that center on such subjects as machine learning, big data management, and algorithm analysis. You will also need to take core statistics courses as well. This program has a possible thesis option that allows you to conduct research and apply 3-6 credits towards your degree.
Common Entrance Requirements
Most data science master's programs in Texas will have a common set of an application materials that will include an application, transcripts, and letters of recommendation. Some programs will also require that you submit a personal statement that speaks to your interest in the data science field and your career goals. The GRE might also be required. However, some programs will offer a GRE waiver if you have significant work experience.
MS in Data Science programs in Texas will require anywhere from 30-36 credits and could take you as little as 1 year to complete. Your coursework will likely include classes on data science topics as well as statistics, and while most programs do not require a thesis, you will usually need to complete a project or internship.