Inspiration
I major in Financial Math, and always wanted to write a code for stock price prediction.
What it does
It predicts whether we should buy the stock based on the Open-Close, Highest-Lowest Price.
How we built it
I used Python. It trains and tests the data of APPL stock prices using machine learning.
Challenges we ran into
The challenge was to modify the dataset.
Accomplishments that we're proud of
I was happy to be able to learn how to use machine learning.
What we learned
Machine learning is very useful but I think there is a limit to the data.
What's next for Stock Price Prediction
The accuracy was 50% which is same as guessing. I need to find more variables that affect the stock price, and use more complex model.
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