From the course: Data Science Foundations: Fundamentals

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Synthetic data and simulation environments

Synthetic data and simulation environments

From the course: Data Science Foundations: Fundamentals

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Synthetic data and simulation environments

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- [Instructor] There's a quote that I've heard attributed to various people, but I like to think it came from Mae West. She's seen here with W. C. Fields in the 1940 movie, "My Little Chickadee." Mae was well known for being completely over the top. And the line that she may or may not have said, goes like this, "If some is good and more is better, then too much is just right." And again, maybe Mae West. Well, it turns out that in data science and AI, especially for AI, too much data is pretty much just right. That is the mechanisms that make AI possible, both predictive and especially generative AI require truly unprecedented monumental amounts of data, and there's never been a situation of having too much data. So they can start with the available datasets. There are wide collection of open datasets, including ones that were developed specifically for training generative AI. And that's particularly important when you��

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