llSourcell/Stock_Market_Prediction

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Created about 7 years ago
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llSourcell/Stock_Market_Prediction

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This is the code for "Stock Market Prediction" by Siraj Raval on Youtube

Stock Market Prediction

Coding Challenge - Due Date, Thursday Sept 14 12 PM PST

Train a machine learning model of your choice on a company stock's historical data as well as 3 other data points. They can be the sentiment from twitter, news headlines, google trends, etc. Be creative, good luck!

Overview

This is the code for this video on Youtube by Siraj Raval. This takes the past 10 years of historical price data from the Dow Jones and the news headlines from New York times articles (sentiment analysis) to predict future prices.

Dependencies

numpy
pandas
nltk
scikit-learn

Install missing dependencies using pip

Usage

Run the jupyter notebook by typing jupyter notebook in terminal

Install jupyter here

Credits

Credits for this code go to dineshdaultani. I've merely created a wrapper to get people started.

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