817: The Positron IDE, Tidy NLP and MLOps with Dr. Julia Silge
Super Data Science: ML & AI Podcast with Jon Krohn
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Monitoring Models and Merging Passions
This chapter emphasizes the importance of monitoring machine learning models in production, focusing on both software metrics and statistical performance. It also introduces Vetiver, a versatile framework for MLOps that integrates Python and R, enabling users to deploy models effectively. The conversation weaves in personal experiences, including a collaboration that led to a book, along with the analysis of dialogue from 'Stranger Things' and the complexities of stop words in natural language processing.
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