The Bachelor of Science in Data Science at Purdue University is offered jointly by the Department of Computer Science and the Department of Statistics within the College of Science. Available at both the West Lafayette and Indianapolis campuses, this interdisciplinary program trains students at the nexus of computational science and statistics. It prepares graduates with strong computational, analytical, and quantitative skills essential to extracting insights and making predictions from large and complex datasets.
Students start with foundational coursework closely aligned with computer science majors, then choose to specialize through emphases in computer science, mathematics, or applied statistics. The curriculum features core topics including statistical modeling, programming, data visualization, and machine learning, supported by experiential learning opportunities such as collaborative projects with industry through initiatives like The Data Mine.
Course Overview
Core Subjects: Computational methods and programming, Statistical inference and modeling, Data mining and machine learning, Data visualization and communication, Analytical reasoning and critical thinking
Specializations:
Computer Science emphasis
Mathematics emphasis
Applied Statistics emphasis
Electives & Selectives:
Wide-ranging electives allow domain specialization (e.g., healthcare, economics, sustainability)
Participation in The Data Mine: real-world projects with industry partners
Collaborative, hands-on assignments and team projects throughout the curriculum
Emphasis on communication and translating data insights for diverse audiences
Degree progress tracking through Purdue’s online tools ensures timely completion
Graduates are prepared for high-demand roles across sectors such as healthcare, security, finance, education, and sustainability
Opportunities to pursue graduate education or certifications in data science, analytics, or specialized fields
Strong industry partnerships and career services support employment and internships
Emphasis on interdisciplinary knowledge and adaptable skill sets to address evolving data challenges
Access to Purdue’s extensive alumni and professional network
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