Author: Andrew Fairless

What I Read: From Data Engineer to SysAdmin: Put down the K8s cluster

https://thundergolfer.com/kubernetes/infrastructure/data-engineering/2021/11/04/from-data-eng-to-sys-admin-put-down-k8s/ From Data Engineer to SysAdmin: Put down the K8s cluster, your pipelines can run without itJonathon BelottiNov 4, 2021 “Now this is like the thousandth ‘beware K8s’ post, andContinue readingWhat I Read: From Data Engineer to SysAdmin: Put down the K8s cluster

What I Read: Deep Learning Optimization Theory

https://towardsdatascience.com/deep-learning-optimization-theory-introduction-148b3504b20f?gi=ff0bd10cc9fe Deep Learning Optimization Theory — IntroductionUnderstanding the theory of optimization in deep learning is crucial to enable progress. This post introduces the experimental and theoretical approaches to studying it.OmriContinue readingWhat I Read: Deep Learning Optimization Theory

What I Read: Non-Technical Guide to Interpreting SHAP

https://www.aidancooper.co.uk/a-non-technical-guide-to-interpreting-shap-analyses/ Explaining Machine Learning Models: A Non-Technical Guide to Interpreting SHAP AnalysesAidan CooperNov 1, 2021With interpretability becoming an increasingly important requirement for machine learning projects, there’s a growing need forContinue readingWhat I Read: Non-Technical Guide to Interpreting SHAP

What I Read: Her Machine Learning Tools Pull Insights From Cell Images

https://www.quantamagazine.org/anne-carpenters-ai-tools-pull-insights-from-cell-images-20211102/ Her Machine Learning Tools Pull Insights From Cell ImagesEsther LandhuisContributing WriterNovember 2, 2021The computational biologist Anne Carpenter creates software that brings the power of machine learning to researchers seekingContinue readingWhat I Read: Her Machine Learning Tools Pull Insights From Cell Images

What I Read: Limits Discovered in Quest for Optimal Solutions

https://www.quantamagazine.org/surprising-limits-discovered-in-quest-for-optimal-solutions-20211101/ Surprising Limits Discovered in Quest for Optimal SolutionsMax G. LevyContributing WriterNovember 1, 2021 “Algorithms that zero in on solutions to optimization problems are the beating heart of machine reasoning.Continue readingWhat I Read: Limits Discovered in Quest for Optimal Solutions