Master's Degree in Computer Science
Concentration: Data Science (MS)
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Data Science Master’s Concentration Overview
Purdue University Northwest’s Master of Science in Computer Science with a concentration in Data Science prepares students for advanced roles in data analytics, big data processing and predictive modeling across a range of industries.
Through applied learning and real-world projects, students build expertise in statistical analysis, data visualization and computational techniques for extracting insights from complex datasets. This concentration offers a strong foundation for making data-informed decisions in fields such as healthcare, business and environmental sustainability.
Department of Computer Science
Studying computer science with a data science concentration at Purdue University Northwest offers academic rigor, hands-on experience, and personalized support making it ideal for launching a successful career.
Small class sizes foster close faculty-student relationships, with professors providing mentorship and research opportunities to help you grow both academically and professionally.
Data Science Master's Concentration Curriculum
With a Data Science concentration in PNW’s Master’s in Computer Science program, you will explore powerful computational tools and advanced statistical techniques. You will also strengthen your ability to think critically and creatively with data to solve real-world problems.
Both thesis and non-thesis programs are available.
You will build a strong foundation in computer science and data science through a blend of program core and concentration core courses.
Sample Courses
- CS 51510 – Algorithms
- CS 50001 – Statistical
- CS 51550 – Introduction to Deep Learning
Deepen your expertise in data science with advanced coursework. Additionally, students may choose to complete a thesis through research or gain real-world experience through internship opportunities.
Data Science Concentration Course of Study
Sample Courses
- CS 52540– Data Mining and Machine Learning
- CS 52550 – Introduction to Deep Learning
- CS 53530 – Big Data Systems
Data Science Master's Concentration Highlights
PNW’s Data Science concentration offers a blend of computational rigor and applied statistics, hands-on big data projects, and close faculty mentorship. This prepares students to transform complex data into actionable, real-world insights.
Data Science Master's Concentration Outcomes
Graduates earn an M.S. in Computer Science with a Data Science concentration, equipping them with advanced skills in data analysis, machine learning, statistical modeling and big data technologies. Our students are prepared for impactful, data-driven careers across diverse industries.
Data Science Master’s Concentration Employers
Our alumni work with some of the most innovative organizations across the region and around the world, including:
- Consulting Firms (Data/Analytics Focused)
- E-commerce and Retail Sector
- Healthcare/Financial Services Sector
Data Science Master’s Concentration Career Paths
This degree prepares you for a number of careers in the field, including:
- Data Scientist/ Data Engineer
- Data Analyst
- Machine Learning Engineer
Data Science Master’s Concentration Scholarships
The Computer Science department offers teaching assistant, research assistant and grader positions to academically strong students who excel both inside and outside the classroom.
My courses bring the technological world to my classrooms and prepares me for facing the fast-moving digital industry.
This program has given me the chance to see computer systems and robotics differently in terms of algorithms they use and how they are designed. I had the chance to learn more advanced and discipline-specific concepts, which I really appreciated.
Meet the Faculty
Department Chair, Computer Science
Shuhui Grace Yang is a professor of computer science in the Department of Computer Science. Her research and teaching focus on computer network and wireless communication.
Professor of Computer Science; Graduate Advisor
Hairong (Helen) Zhao is a full time professor in computer science. Besides teaching and research, she also serves as the graduate advisor in computer science.
Earn a Master's Degree in Computer Science with a Concentration in Data Science at PNW
Whether you just completed your undergraduate studies or are looking to take the next step to advance your career, Purdue University Northwest’s data science master’s concentration prepares you for the career field or further studies in computer science.
Our graduate studies staff is ready to help you take the next step! Contact us at (219) 989-2257 or grad@pnw.edu to see how PNW can meet your needs.
