Diagnostic Visualization for Machine Learning with YellowBrick with Rebecca Bilbro

Today we close out our PyDataSci series joined by Rebecca Bilbro, head of data science at ICX media and co-creator of the popular open-source visualization library YellowBrick. In our conversation, Rebecca details her relationship with toolmaking, which led to the eventual creation of Yellowbrick, and gives us context to how it was built. We discuss popular tools within Yellowbrick, including a summary of their unit testing approach, some of the more interesting use cases that she's seen over time, and the growth she's seen in the community of contributors and examples of their contributions as they approach the release of Yellowbrick 1.0. Finally, we discuss how Yellowbrick can assist with model explainability. While you're here, take a moment to complete our listener survey! We want to better understand your views on the importance of open source and the projects and players in this space. To access the survey visit here.