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  • Contact Info
Publications in VIVO
 

Monteleoni, Claire Elizabeth Associate Professor

Positions

Research

keywords

  • Machine Learning, Artificial Intelligence, Climate Informatics, Big Data, Climate Science, Climate Change

Publications

Teaching

courses taught

  • CSCI 5622 - Machine Learning
    Primary Instructor - Fall 2018
    Trains students to build computer systems that learn from experience. Includes the three main subfields: supervised learning, reinforcement learning and unsupervised learning. Emphasizes practical and theoretical understanding of the most widely used algorithms (neural networks, decision trees, support vector machines, Q-learning). Covers connections to data mining and statistical modeling. A strong foundation in probability, statistics, multivariate calculus, and linear algebra is highly recommended.
  • CSCI 7000 - Current Topics in Computer Science
    Primary Instructor - Spring 2019
    Covers research topics of current interest in computer science that do not fall into a standard subarea. May be repeated up to 8 total credit hours.

Background

International Activities

global connections related to teaching and scholarly work (in recent years)