April 2019
Intermediate to advanced
426 pages
11h 13m
English
Content preview from Mastering Python for Finance - Second Edition
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News sentiment analysis
Natural language processing, a subset of machine learning, may be used to analyze alternative data, financial statements, news announcements, and even Twitter feeds, in creating investment sentiment indicators used by hedge funds, high-frequency trading firms, social trading, and investment platforms for analyzing markets in real time. Politicians' speeches, or important new releases, such as those made by central banks, are also being analyzed in real time, where each and every word is being scrutinized and calculated to predict which asset prices could move and by how much. Machine learning will not only understand the movement of stock prices and trades, but also understand social media feeds, news trends, and other ...
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