November 2018
Intermediate to advanced
322 pages
7h 54m
English
Content preview from TensorFlow Machine Learning Projects
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Applying GPs to stock market prediction
In this project, we will try to predict the prices of three major stocks in the market. The dataset for this exercise can be downloaded from Yahoo Finance (https://finance.yahoo.com). We downloaded the entire stock history for three companies:
- Google (https://finance.yahoo.com/quote/GOOG)
- Netflix (https://finance.yahoo.com/quote/NFLX)
- General Electric company (https://finance.yahoo.com/quote/GE)
We choose three datasets to compare GP performance across different stocks. Feel free to try this for more stocks.
All of these datasets are present in the GitHub repository. Thus, there is no need to download them again to run the code.
The CSV files in the dataset have multiple columns. They are as follows: ...
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