Making Sense Data Assets & Alpha Group: AI in the Investment Process
Sep 19, 2023
Peng Cheng, Head of Big Data and AI Strategies at J.P. Morgan, discusses how his team uses ML/AI techniques for stock return forecasting. Topics include cross-sectional AI for assessing corporate sentiment ('Smartbuzz'), time series machine learning for future return forecasting, and the implications for today's markets. Hosted by Eloise Goulder, Head of Data Assets & Alpha Group.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
The Use of Sentiment Analysis in Investment
02:09 • 10min
AI Modeling for Time Series Forecasting in Investment
12:03 • 8min
Finding and Creating High Quality Data
20:04 • 7min
Future Plans for Smart Buzz Sentiment Work and Time Series Forecasting
26:49 • 2min
Conclusion and Disclaimers
29:02 • 2min