<p>Synthetic data: it's a fascinating topic that sounds like science fiction but is rapidly becoming a practical tool in the data landscape. From machine learning applications to safeguarding privacy, synthetic data offers a compelling alternative to real-world datasets that might be incomplete or unwieldy. With the help of <a href= "https://www.linkedin.com/in/winstonl/" target="_blank" rel= "noopener">Winston Li</a>, founder of <a href="https://www.arima.ai/" target="_blank" rel= "noopener">Arima</a>, a startup specializing in synthetic data and marketing mix modelling, we explore how this artificial data is generated, where its strengths truly lie, and the potential pitfalls to watch out for! For complete show notes, including links to items mentioned in this episode and a transcript of the show, visit the <a href= "https://analyticshour.io/2025/06/24/274-real-talk-about-synthetic-data-with-winston-li/"> show page</a>.</p>

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#274: Real Talk About Synthetic Data with Winston Li

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