Practical Secrecy-Preserving, Verifiably Correct and Trustworthy
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Proposal for CS23x:
Computational Finance
Christopher Thorpe
Harvard SEAS
Motivation
Finance is an important, interesting source of
real-world problems.
The field of computer science offers useful
tools for understanding financial markets.
28 September 2007
Presentation Overview
Goals of the Course
Whom the Course Serves
Course Format
Similar Course Offerings Elsewhere
Discussion
28 September 2007
Primary Goals of Proposed Course
Motivate finance as an important, interesting
source of open real-world problems
Prediction of prices
Multi-Agent Systems
Terabyte-scale data challenges
Apply computer science research to
solving these problems
Focus on Artificial Intelligence and Systems
28 September 2007
Additional Goals of Proposed Course
Broaden the SEAS curriculum
Explore cross-disciplinary contributions
computer science can offer finance
Answer considerable student interest
Offer students exposure before being
recruited by hedge funds
28 September 2007
Who is Served by the Proposed Course
SEAS students in CS and Applied Math
Potential area for SEAS-HBS collaboration
Finance, mathematics, economics students
Learn about CS approaches to knowledge
Build cross-functional teams of students for
homework and class projects
28 September 2007
Course Format
Quick introduction to financial markets
Explore tools for modeling markets
Historical backtesting; risk analysis
Brief, weekly assignments for the above
Significant final project
Explore an open finance research question
Or: Build a trading agent using live data
28 September 2007
Similar Course Offerings Elsewhere
Cornell, Berkeley, Columbia: Master’s in FE
Include “computational finance” courses
HBS, MIT Sloan offer courses in Fin. Eng.
28 September 2007
Discussion
28 September 2007