TECH & AI
“ THERE ARE A FEW FUNDAMENTAL WAYS TO IMPROVE MODEL ACCURACY , AND THE FIRST IS TO HAVE A HIGH- QUALITY DATA SET ”
MALCOLM DEMAYO VP OF GLOBAL FINANCIAL SERVICES , NVIDIA
“ Getting data into a place where you can make a high-quality data set is important for model accuracy , and it is an effort that financial firms are very focused on . They know this challenge and have been working on it for years , but it ’ s one of the challenges slowing them down ,” Malcolm adds .
Is your dataset AI-ready ? It ’ s all well and good working toward creating a unified data source , but is it AI-ready ? For Malcolm , creating a data pipeline consisting of tabular and unstructured data from internal and external sources and then curating the data – deduping , compressing white space , extracting noise , scanning for toxicity , and handling data gaps – are key steps in creating an AI-ready dataset .
“ There are a few fundamental ways to improve model accuracy , and the first is to have a high-quality data set ,” says
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