Data ‘Disconnect’: New ML Tools Stuck Solving Old Data Problems

Experts advise using machine learning to solve data quality challenges before applying it to alpha-generating strategies.


Technologies such as machine learning, intended to help financial firms gain greater insights from new datasets, are actually better positioned to help investment professionals to overcome underlying challenges associated with managing these datasets, rather than for generating alpha, according to speakers on a panel discussion hosted by Amenity Analytics and Amazon Web Services in New York last week.

Financial firms as a whole are scouring their internal systems for data that can give them

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