Which aspect of data poses the biggest challenge to using automated tools for data discovery and programmatic data classification?

A. Quantity

B. Language

C. Quality

D. Number of courses








 

Suggested Answer: C

Community Answer: C

The biggest challenge for properly using any programmatic tools in data discovery is the actual quality of the data, including the data being uniform and well structured, labels being properly applied, and other similar facets. Without data being organized in such a manner, it is extremely difficult for programmatic tools to automatically synthesize and make determinations from it. The overall quantity of data, as well as the number of sources, does not pose an enormous challenge for data discovery programs, other than requiring a longer time to process the data. The language of the data itself should not matter to a program that is designed to process it, as long as the data is well formed and consistent.

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