A master's degree program in data science enables students to learn advanced data analytical skills, machine learning, deep learning, and artificial intelligence concepts. These programs typically introduces a variety of software tools, packages, and programming languages that are used to design solutions for data problems and decision making.
Schools in Colorado Offering Master's Programs in Data Science
University of Denver
The Daniel Felix Ritchie School of Engineering & Computer Science at the University of Denver offers a Master of Science in Data Science. This program includes topics related to parallel and distributed systems, database management, data mining, machine learning, statistical analysis, and computer algorithms for data science. Two data science hands-on projects and one capstone project are included in this curriculum to offer working knowledge. Students need to complete 48 credit hours (12 courses), and the program can be completed in one year. Students without previous coursework or experience in programming, computer science, and calculus will also need to complete a bridge program of four foundation courses. An online master's degree in data science is also available at this school.
Colorado State University
A Master of Applied Statistics program with data science specialization is available at Colorado State University in Fort Collins. This program is available in an online format, can be completed in one year, and requires 31 credits. The curriculum of this program includes coursework related to linear algebra, business intelligence, machine learning algorithms, visual application development, and database systems. It also includes two non-credit courses in advanced mathematical and statistical concepts useful for data analysis.
Students can pursue an M.S. in Data Science at Regis University located in Denver. This program is offered in both online and on-campus formats, and it mainly focuses on exploring concepts related to data engineering and data analytics. Students can learn data wrangling, SQL and NoSQL databases, text analysis, statistical concepts, core structure of big data, data collection, and visualization techniques. Students can also explore advanced topics such as machine learning, deep learning, and artificial intelligence through lectures and practical lab programs. This program requires 36 credit hours, comprising six core courses, two practical programs, and four elective courses.
Colorado School of Mines
Colorado School of Mines, located in Golden, CO, offers a non-thesis master's degree program in data science. This program focuses on providing advanced skills in computer science and statistics. The curriculum contains three modules with three courses each and a mini-module with a single course. The course work contains modules related to statistical analysis, machine learning concepts, and leadership and communication. Students can choose a domain-specific module from business analytics, economics, geophysics, and electrical engineering.
University of Colorado
Students in Denver can choose an MS program in business analytics from the CU Denver Business School at the University of Colorado. In this program, students can study data science concepts in the context of business data by working on real-world business datasets. Programming languages, including Python, R, and SQL, and software tools, like Simio, Tableau, and SAS, are part of this program. Students need to complete 30 credit hours for this program in a full-time or part-time format. The university offers online and evening classes too, and it also provides various dual degree options.
Admission Requirements for Colorado Data Science Programs
Applicants to a graduate program in data science will need to have a bachelor's degree from an accredited college; some schools may also require they meet minimum GPA requirements, such as a 3.0 or higher. Previous educational courses or a background in statistics, mathematics, or computer science might be preferable in some schools. GMAT or GRE scores with strong quantitative scores might be necessary. Students may need to submit a resume, official transcripts of the previous education, personal statement, and three recommendation letters along with an online application. Two to three years of work experience might also be preferable for admissions at some schools.
Master's degree programs in data science are available at a variety of accredited schools in Colorado. The University of Colorado, the University of Denver, Colorado State University, Regis University, and Colorado School of Mines are some of the institutions offering this program in Colorado.