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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By nathan_albin

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