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PORTFOLIO MANAGEMENT FIRMS ARE USING Top 5 Deep Learning and AI Stories - October 6, 2017

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PORTFOLIO MANAGEMENT FIRMS ARE USING AI TO SEEK ALPHA
Beating the market is hard. Notoriously hard. A large
majority of professional portfolio managers, after
deducting their fees, don’t do it; now, there’s
pressure on active portfolio management firms to up
their game, and they’re increasingly using AI to do it.
“In the past, hedge funds would dispatch people to
retailers’ parking lots to count cars — the simple
idea being more cars predicts more sales. Now
imagine you could use deep learning to extract in
near real time vehicle or ship locations from
satellite or drone data on a massive scale.”
5
Source: https://blogs.nvidia.com/blog/2017/10/03/quant-investing-with-ai/
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  • Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Learning can be supervised, semi-supervised or unsupervised.
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