Todd Underwood - On lessons from running ML systems at Google for a decade, what it takes to be a ML SRE, challenges with generalized ML platforms and much more - #10
Software Misadventures
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Navigating the Challenges of Machine Learning and Empathy
This chapter explores the complexities of collaboration among technology professionals during high-stress periods, emphasizing the need for empathy in the workplace. It delves into the intricacies of managing machine learning systems, discussing the importance of monitoring, feature engineering, and model quality assessment. The conversation also highlights the balance between innovative custom solutions and reliable platforms within the evolving landscape of machine learning operations.
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