AI For Finance
In bite size lectures

Edward Tsang

Module 1: AI For Finance, Overview

• Lesson 101: AI for Finance in a Nutshell
• Lesson 102: What is AI really?
• Lesson 103: What can computers do?
• Lesson 104: What can't computers do?
• Lesson 105: Speed is everything, or is it?
• Lesson 106: How to record prices in a market?
• Lesson 107: Risk management
• Lesson 108: Forecasting
• Lesson 109: Algorithmic Trading
• Lesson 110: Summary and outlook

Each lecture is 15-20 minutes long.

Planned Modules on Technical Details

(Depending on Demand)

• Module 2: Machine Learning for Finance
• Module 3: Risk Management
• Module 4: Forecasting
• Module 5: Algorithmic Trading
• Module 6: Portfolio Optimization
• ….

Introductory text:

• This book covers some of the topics in this module, but misses all the technical contents:
  Tsang, E.P.K., AI for Finance, CRC Press, June 2023