Technical experimentations to beat the stock market using deep learning.
Deep Learning Stock Prediction with Daily News Headline Analysis
- An attempt to find the correlation between the daily news headlines and DJIA index.
- More explained in this slide
Automated Trading Bot using Deep Learning
- Predicting a company's stock price based only on the price history of the company.
- Recurrent Neural Networks
- Convolutional Neural Networks
- Deep Q NetWorks
Complex Analysis on Stock using Deep Learning
- Take multiple features into account to predict the value of a company.
Portfolio Management using Deep Learning
Macro Economics Analysis
- Currency and Macro-Tracking-ETFs