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This article summarizes a podcast episode featuring Rebecca Bilbro, the co-creator of YellowBrick, an open-source visualization library for machine learning. The discussion focuses on Bilbro's journey in toolmaking, the key features and tools within YellowBrick, including its unit testing approach, and various real-world applications of the library. The article highlights the practical aspects of using YellowBrick for diagnostic visualization in machine learning, making it a valuable resource for data scientists and machine learning practitioners interested in improving their model understanding and evaluation.
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