Intelligent Data Exploration
Data exploration is the foundation of all your data-driven initiatives. And as those initiatives expand to include AI, data professionals need to get smarter about how they explore their data. If you care about making the most of your data, this podcast is for you.Sponsored and hosted by Virtualitics.
Intelligent Data Exploration
Introducing Virtualitics Smart Sampling: Get the Right Sample Every Time
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Amanda Derrick
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Season 4
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Episode 12
Gathering a sample from your dataset that properly represents the nuances in the data is challenging for anyone, even seasoned data scientists. Since it’s likely that the data you need to explore is massive, sampling can’t be avoided. But taking shortcuts–first and last rows, time-bound, and even the classic random sample algorithm–can introduce bias into your exploration. With our latest release, we’ve introduced a new Smart Sampling application that streamlines data sampling, while still allowing you to tailor the approach to suit your needs.