Stock picking with machine learning

• Main Author: Ong, Glenna Xianyu
• Other Authors: Wang Lipo
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/172691
• Institution: Nanyang Technological University

This study focuses on the integration of both Fundamental and Technical Analysis in stock picking with the machine learning model, Multilayer Perceptron (MLP). We will analyze time-series stock data to identify optimal features for training the MLP model and assess the predictability of the machine...