News Sentiment Stock Alert System

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Presented by

David Behar, Senior Data Scientist @ Dataiku; John McCambridge, AI Solutions Manager @ Dataiku

About this talk

When managing stock portfolios of hundreds or thousands of stocks, it is necessary but challenging or impossible to follow the news happening for each of them. The volume of potentially market-moving information is too large to handle manually. In this session, we'll show you how news headlines can be pulled and linked with market data to learn which news items are most impactful. As a result of this model, fresh news headlines loaded in real-time are linked with firms in the market and transformed into volatility scores. This score enables the user to focus on the stocks deemed more likely to exhibit anomalous moves as a result.
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