AI Capability of Aperture Data Studio
Comments
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Hi Mahulima
You have been using Data Studio a long time, so have a good understanding of the capabilities. AI is a broad topic, but some of the functionality worth looking at:
- Suggest rules - automatically determine business rules for validation
- Suggest transformation - analyze data in columns to determine inconsistencies and suggest Functions to improve conformity
- Smart Harmonization - improve the result when harmonizing duplicate records, i.e. by looking across entire dataset for common similar values
- Auto tagging - train tags to automatically determine the contents of data columns including highlighting if they contain sensitive data
Some of these features are covered in the e-learning modules: https://learning.experianaperture.io/learn
GenerativeAI / GenAI is getting much discussion currently and is on the roadmap we have functionality built out that is ready to demo to anyone interested in giving feedback, but more details will be shared in the coming weeks and months.
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@Josh Boxer Thank you so much! Yes I was also thinking these along with this I was thinking we can say Finding Duplicate is also part of AI? And also the suggestion we get in the cells (when we hover the mouse we see the description) of the Profiling Result which can also be included in the AI capability?
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