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Vanguard cautiously explores neural networks for alt data analysis

John Ameriks, head of Vanguard’s Quantitative Equity Group, explains the rationale behind dataset selection and how the group has been using machine learning. ....

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Alt data's growing pains: Integration and aggregation challenges stall wider adoption

Demand for alternative data continues to grow among investment firms. So why are some alt data providers taking products off the market? ....

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