How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
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README.md

How-to-Predict-Stock-Prices-Easily-Demo

How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube

##Overview

This is the code for this video on Youtube by Siraj Raval part of the Udacity Deep Learning nanodegree. We use an LSTM neural network to predict the closing price of the S&P 500 using a dataset of past prices.

##Dependencies

  • keras
  • tensorflow

Install Keras from here and Tensorflow from here.

##Usage

Run this using jupyter notebook. Just type jupyter notebook in the main directory and the code will pop up in a browser window.

#Coding Challenge - Due Date, Thursday, March 2nd 2017 at 12 PM PST

Use the price history AND two other metrics of your choice to predict the price of GOOGL stock with an LSTM network. You can find the CSV here. Metrics could be sentiment analysis from Twitter of what people have said about Google, dividends, etc.

##Credits

Credits go to jaungiers. I've merely created a wrapper to get people started.