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I have taught several courses in text mining and machine learning.
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I have posted some lecture slides on <a href="https://github.com/sekhansen/machine_learning_economics"> Github </a>.
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I have also posted the source code that I wrote for several of my projects on <a href="https://github.com/sekhansen/text-mining-tutorial"> https://github.com/sekhansen/text-mining-tutorial </a>, where you can also find an accompanying tutorial.
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An introduction to text mining for central banks I wrote with David Bholat, Cheryl Schonhardt-Bailey, and Pedro Santos is <a href="./pdf_files/ccbs_manual.pdf"> here </a>.