Natural Language Processing
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Alternative Data’s Rising Star in COVID Era
With everyone seeking up-to-the minute data, analysts and investment managers utilized foot traffic from geolocation data to quantify retail sales and disruptions to the global supply chain. The rise of new marketplaces should remove some of the onerous work of sourcing, collecting, and normalizing data feeds from multiple vendors.
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A Year in Review: Top FlexAdvantage Blog Posts in 2019
Topics such as market data costs, natural language processing, MiFID II research unbundling, Algo Wheels, exchange startups, market structure, dark pools, and desktop interoperability, resonated with the readers of the FlexAvantage industry blog.
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AI: Natural Language Processing and the Battle for Unstructured Data
Increasingly banks are turning to the field of natural language processing (NLP) and machine learning to extract valuable information from voice, documents, and audio to boost productivity on trading desks. It’s all part of a broader push to gain efficiencies by training machines and bots to analyze language, capture insights, and replace manual tasks and drive workflows further downstream.
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BIG Data: Getting Granular with ESG Factors
Despite some of the weaknesses in company-published ESG data, big data and artificial intelligence have enabled the construction of new data sets for analyzing investments.
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A.I. on the Fast Track
In the future, analysts will consult artificial intelligence software to crunch big data, find historical precedents, and run statistics to predict what lies ahead, all within a few minutes.