Read headlines and profit from the stock market?
Could it be possible?
In this set of Jupyter Notebooks, I demonstrate how data science and machine learning can be applied to the fields of NLP and stock analysis—with the hopes of gaining insights into how DJIA stocks perform over time.
The project consists of 4 different notebooks that use Apache Spark to parse, transform and process data in a cluster of servers.
You can also view the project online on DataBricks.
| Part | Online | jupyter | html |
|---|---|---|---|
| Part 1/4 | Online | Jupyter | HTML |
| Part 2/4 | Online | Jupyter | HTML |
| Part 3/4 | Online | Jupyter | HTML |
| Part 4/4 | Online | Jupyter | HTML |
This software is not meant to be used for trading. The project is purely a demonstration for academic and educational purposes. Please use caution if you decide to invest your own money. I am not liable for any financial or other damage that may arise from use of this software. Please read the LICENSE for full details.