K-State NODE Group Overview
Nathan Albin
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Who We Are
CS
MATH
STATS
ECE
Faculty, grad students & undergrads in
Pietro & Nathan
Interests & Themes
- Data Science
- Applied Graph Theory
- Optimization
- Machine Learning & AI
- Discrete ⇄ Continuum
Activities
- Weekly Group Meetings
- SIAM Central States Meeting
- Wiki & Online Book
- Mentoring Undergrads
- Summer Schools & Workshops
Skills Developed
- Math
- discrete math, linear algebra, analysis, probability, optimization
- Programming
- Python, Numpy, cvxopt, Pytorch
- Data Analysis & Visualization
Key Courses
- MATH 715 & 716: Applied Math
- MATH 620: Convex Optimization
- MATH 725 & 726: Math of Data & Networks
- MATH 625: Math of AI
- Applied Mathematics
- Data Analytics
- Quantitative Techniques of Data Science
Certificate Synergies
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