Stock trading & prediction using deep learning neural networks

• Main Author: Gowri, Kannan
• Other Authors: Wang Lipo
• Format: Final Year Project
• Language: English
• Published: 2017
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/71631
• Institution: Nanyang Technological University

This report describes various deep neural network models based on technical analysis to predict stock prices. Three stocks – Walmart, HSBC and Petrobras are chosen to test Multilayer Perceptron, Deep Belief Network (DBN), Convolutional Neural Network (CNN) and Random Forests. A hybrid model comprisi...