How this program compares
Benchmark this program against our national recognition pages and use the key guides below to evaluate ROI, admissions difficulty, and outcomes.
Admission Snapshot
Typical admitted student: Quantitative bachelor's expected; linear algebra, probability, and programming prerequisites comparable to Mines foundational CS coursework—verify exact prerequisite substitutions on the program site.
About This Program
STEM-heavy MSDS bridging statistics and computing at Mines with flexibility to steer electives toward applied science and engineering domains.
Career Outcomes
Interdisciplinary MSDS emphasizing statistical learning, scalable computation, and domain-elective depth per Mines graduate procedures manual.
- 1. Data Scientist
- 2. ML Engineer
- 3. Analytics Engineer
- 4. Research-oriented industry scientist
- 5. PhD pathway
What You'll Learn
- Statistical modeling and core statistical learning methods.
- Machine learning pipelines from introductory through advanced coursework.
- Computational methods suited to large-scale data workflows.
- Domain-informed elective sequencing approved by program governance.
Curriculum Highlights
Coursework-only MSDS structured as thematic modules spanning statistical modeling, machine learning / algorithms / parallel computation, and individualized domain electives—confirm credit totals and mini-module professional-development requirements in the official catalog language.
Top Employers
Energy, geoscience-adjacent analytics, federal labs, Denver-area tech—confirm internship and placement signals via Mines career reporting.
Admissions
Quantitative bachelor's expected; linear algebra, probability, and programming prerequisites comparable to Mines foundational CS coursework—verify exact prerequisite substitutions on the program site.
Application Materials
- Statement of Purpose: Required
- Letters of Recommendation: Typically required—confirm count
- Resume: Required
- Transcripts: Official transcripts required
Academic Requirements
- Degree Required: Bachelor's degree
- GRE/GMAT: Verify departmental policy
- English proficiency per Graduate Office
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