Module Supervisor: Dr Yik-Chung WU (HKU email: ycwu at hku.hk)
Lecturer: Professor Edward TSANG (HKU email: epktsang at hku.hk)
Teaching Assistant: Jason Gan (HKU email: jasongan at connect.hku.hk )
Teaching Assistant: Anlin Zheng (HKU email: u3008478 at connect.hku.hk)
Moodle: AI in Finance
Subclass A [ELEC7082_2A_2023] /
Subclass B [ELEC7082_2B_2023]
(login required)
Test 1
Test 2
Test 3
Lectures Plan:
Following is a tentative teaching plan.
This plan will be adjusted according to progress and feedback from students.
Links to the lectures recorded in Moodle will be filled in below (login to access).
Lecture 1: Overview 2024.01.18/19
Lecture 2: Computation, the Missing Ingredient in Classical Economics 2024.01.25/26
Lecture 3: Machine Learning, Overview 2024.02.01/02
- Mock Test: 2024.02.01(Class A)/02(Class B) 20:45-21:15 (5 minutes), 0%
Lecture 4: Machine Learning, Technical Details 2024.02.08/09
Lecture 5: Financial Forecasting with Genetic Programming 2024.02.22/23
- Test 1: 2024.02.22(A)/23(B) 20:45-21:15 (30 minutes), 20%
Lecture 6: Directional Change for Knowledge Representation 2024.02.29/03.01
Lecture 7: Risk analysis 2024.03.14/15
Lecture 8: Population-based Incremental Learning 2024.03.21/22
- Test 2: 2024.03.21(A)/22(B) 20:45-21:15 (30 minutes), 20%
Lecture 9: Portfolio Optimization 2024.03.28/04.05
Lecture 10: Algorithmic Trading 2024.04.11/12
Lecture 11: Bargaining (Game Theory) 2024.04.18/19
Lecture 12: AI at Finance Frontier 2024.04.25/26
Lecture 13: Questions & Discussion 2024.05.02/03
- Test 3: 2024.05.02(A)/03(B) 20:30-21:15 (45 minutes), 30%
- Project Deadline: 2024.05.05(A&B) 12:00 (noon), 30%
Page maintained by Edward Tsang;
Last updated: 2024.01.31
Background:
Mandelbrot set, which is
related to finance