Two long reads worth checking out, both from Waters (subscription required):
Deep Learning: The Evolution is Here
Advancements in AI have led to new ways for firms to generate alpha and better serve clients. The next great evolution in the space could come in the form of deep learning. WatersTechnology speaks with data scientists at banks, asset managers and vendors to see how firms are experimenting with this form of machine learning, and where challenges still exist
https://www.waterstechnology.com/data-management/4007716/deep-learning-the-evolution-is-here
Untapped Potential:The Road to Semantic Heaven
There is a movement underway to establish universal standards and the semantic ontologies that make them sing. As the industry approaches semantic utopia, questions remain about what steps need to be taken to get there and whether all the work will be worth it in the end.
https://www.waterstechnology.com/data-management/4032201/untapped-potentialthe-road-to-semantic-heaven
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