IBM Watson Data & AI - Structured Ideas

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Custom Data Classifications using Machine Learning and Data Quality scanners

Machine Learning classifications using fingerprint and bloom filters are currently available in IIS in which we have created a number of custom classifications.  There are also data quality scanner functionalities (use the characteristics of the value to detect what values seem to be outliers compared to the other values of the column) in IIS. These types of custom intelligent classifications that learns what the data rules/logic are rather than having to manually spend a large amount of time and effort collecting these requirements manually from several SMEs which isn't salable.  Especially when dealing with massive amounts of data as the Chief Data Office is.

  • Sonia Mezzetta
  • Dec 14 2018
  • Under Consideration
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