Graduate Students: Full-time: 208; Full-time first year: 49

Total Faculty: 73

# Grad School

# MATHEMATICS | Subjects | Graduate Course Catalog 2015-2016

MATH 6030 Mathematical Music Theory

Credit Hours 3.0

Description

Specific aspects of group theory, algebraic combinatorics on words, similarity and distance measures,topology and geometry, and topos theory that are used in the analysis of general objects of music (scales, chords, rhythmic patterns) as well as in specific applications (development of software, music cognition, analysis of pieces from different time periods and genres). Acquire a repertoire of mathematical tools and techniques that are not always covered in the core courses of the major.

via MATHEMATICS | Subjects | Graduate Course Catalog 2015-2016.

# Taylor & Francis Online

ARTIFICIAL NEURAL NETWORKS AND ITERATIVE LINEAR ALGEBRA METHODS

# Foundations of Machine Learning (Adaptive Computation and Machine Learning series): Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar: 9780262018258: Amazon.com: Books

# machine learning – Mathematical background for neural networks – Cross Validated

a number of the Coursera courses related to machine learning (and agree with one other poster that Prof. Ng’s Machine Learning is fantastic

via machine learning – Mathematical background for neural networks – Cross Validated.

# machine learning – Mathematical background for neural networks – Cross Validated

Neural Networks: A Systematic Introduction or Neural Networks for Pattern Recognition. Does anyone have any input or alternative recommendations?

via machine learning – Mathematical background for neural networks – Cross Validated.

# One-on-One Study – Rohr Chabad House at UVa

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