Home Machine Learning How To Use Generative AI and Python to Create Designer Dummy Datasets | by Mia Dwyer | Apr, 2024

How To Use Generative AI and Python to Create Designer Dummy Datasets | by Mia Dwyer | Apr, 2024

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How To Use Generative AI and Python to Create Designer Dummy Datasets | by Mia Dwyer | Apr, 2024

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A Easy Information for Sensible Functions

Have you ever ever had a necessity for a dataset that doesn’t simply exist? Needed to simply generate knowledge that matches your precise necessities for interviewing potential knowledge science candidates, software program testing + improvement, or coaching fashions? Or what about simply wanting the suitable knowledge to make use of to exhibit expertise + methods for a Medium article (that doesn’t violate copyright legal guidelines)?

Enter dummy knowledge! 📊✨

Picture created by me, utilizing DALL-E

Till lately, creating dummy datasets was considerably tedious and arduous, the technical people amongst us may generate if with expertly written python code, however coding up all of your necessities by hand may be time intensive and has a excessive technical barrier to entry.

Let’s say now we have a use case the place we wish to check a candidate making use of for knowledge science to a fintech, and there are actual world patterns we wish them to have the ability to establish and focus on, however for privateness causes we can not share precise buyer transaction knowledge externally.

The answer? Leverage the ability of Generative AI to expertly craft advanced python code to output our ✨Designer Dummy Datasets✨

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