Machine Learning for Physics and Astronomy
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Overview
Subject area
PHYS
Catalog Number
3600ID
Course Title
Machine Learning for Physics and Astronomy
Description
Problem solving in physics and astronomy through statistical inference, machine learning algorithms and data mining techniques. Researching and solving problems in different areas of physics using tools such as Bayesian statistics, Monte Carlo sampling, regression and classification algorithms, dimensionality reduction and data cleaning data. Programming assignments use current, flexible languages, such as Python.
Pre- or Corequisite
030264
Liberal Arts
Yes
Course Attributes
INTD - INTD (Interdisciplinary)
Department(s)
Credits
Minimum
3
Max
3
Components
Name
Laboratory
Contact Hours
2
Name
Lecture
Contact Hours
2