Classifying Trading Signals using Machine Learning and Deep Learning

Highlights

• Data preprocessing, factor creation, and data partitioning
• Rule-based trading
• Classifying trading signals using Classification Learner App
• Classifying trading signals using LSTM (deep learning algorithm)

About the Presenter

Kawee Numpacharoen is a computational finance product manager at MathWorks. Prior to joining MathWorks, Kawee worked at Phatra Securities as a senior vice president in Equity and Derivatives Trading department. Kawee earned a B.S. in Electrical Engineering from King Mongkut’s Institute of Technology Ladkrabang, M.S. in Financial Engineering from University of Michigan, Ann Arbor, and a Ph.D. in Mathematics from Mahidol University.