Leveraging fundamental, technical, and sentiment analyses with quantitative techniques and machine learning in trading

• Main Author: Yang, Zhuoxun
• Other Authors: Wong Jia Yiing, Patricia
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Machine learning; Fundamental analysis; Technical analysis; Sentiment analysis; Stock prediction; Financial markets
• Online Access: https://hdl.handle.net/10356/176786
• Institution: Nanyang Technological University

Stock markets are likened to random walks due to their complex, dynamic and chaotic nature. They are influenced by a wide range of factors, including economic, political, psychological, and company-specific variables. These make stock market forecasting a knotty challenging task. This paper introduc...