MSF6424
MSF 6424 - Introduction to Machine Learning for Finance (2 Cr.)
Finance (11265)
TCSM - Curtis L. Carlson School of Management
MSF 6424 - Introduction to Machine Learning for Finance (2 Cr.)
Course description
Machine learning methods are now widely used in finance. This class covers fundamental methods. Particular attention will be devoted to the use in asset pricing and credit assessment.
A real project has several steps: 1) data collection, 2) data management, 3) exploratory data analysis, 4) learning and predicting, 5) communicating results. The lectures focus on techniques for step 4. The homework provides hands-on practice including the other steps.
A real project has several steps: 1) data collection, 2) data management, 3) exploratory data analysis, 4) learning and predicting, 5) communicating results. The lectures focus on techniques for step 4. The homework provides hands-on practice including the other steps.
Minimum credits
2
Maximum credits
2
Is this course repeatable?
No
Grading basis
A-F - A-F Grade Basis
Lecture
Requirements
010630
Typically offered term(s)
Every Spring