Faking Data Using Tonic.ai with Ian Coe and Adam Kamor
Data Archives - Software Engineering Daily
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Tonic Actio - What Are the Common Needs?
Tonic allows you to create fake data that look like your production data. It's not just ones style of creating that data, it's many options. Smart linking is actually very successful at training models on d identified data. The output of those models is statistically the same as if the models were trained against the real data itself.
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Transcript
Companies that gather data about their users have an ethical obligation and legal responsibility to protect the personally identifiable information in their dataset. Ideally, developers working on a software application wouldn’t need access to production data. Yet without high-quality example data, many technology groups stumble on avoidable problems. Organizations need a solution to protect privacy while simultaneously preserving aspects of the data which are important.
