817: The Positron IDE, Tidy NLP and MLOps with Dr. Julia Silge
Super Data Science: ML & AI Podcast with Jon Krohn
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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