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week11.html
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<title>Week 11: Natural Language Processing</title>
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<h2>Week 11: Natural Language Processing</h2>
<h3>Materials:</h3>
<ul>
<li><a href="https://github.com/CinderZhang/DataAnalytics/blob/main/Documents/Textual%20Analysis%20in%20Finance.pdf" target="_blank">Textual Analysis in Finance</a></li>
<li><a href="https://github.com/CinderZhang/DataAnalytics/blob/main/code/10-K/parsing10k-Mar2022.ipynb" target="_blank">Sample Code: Parsing SEC Filings, 10-K: Item 7</a></li>
<li><a href="https://github.com/CinderZhang/DataAnalytics/tree/main/code/10-K" target="_blank">Sample Codes: Download, process SEC Filings, 10-K</a></li>
<li><a href="https://github.com/CinderZhang/DataAnalytics/blob/main/code/Sentiment%20and%20Classification/Sentiment_Classification.py" target="_blank">Sample Code: Sentiment and Classification</a></li>
</ul>
<h3>Application and Exercises:</h3>
<ol>
<li>Understand the Textual Data using SEC Edgar filings as a source/examples.</li>
<li>Process 10-K SEC Filings with loop and functions.</li>
<li>Perform Sentiment Analysis.</li>
</ol>
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