error analysis – Andrew Fairless, Ph.D.

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Andrew Fairless, Ph.D.

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What I Read: testing for machine learning

By BylineAndrew Fairless on January 20, 2021December 28, 2020

https://www.jeremyjordan.me/testing-ml/ Data ScienceEffective testing for machine learning systems.Jeremy Jordan19 Aug 2020 “In this blog post, we’ll cover what testing looks like for traditional software development, why testing machine learning systemsContinue readingWhat I Read: testing for machine learning

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artificial intelligence attention Bayesian chatbot cognition computer vision database data engineering data science deployment DevOps economics efficiency embedding generalization generative GPU graph healthcare image interpretability large language model latency linear algebra machine learning medicine MLOps monitoring natural language processing neural network neuroscience optimization pipeline probability Python recurrent reinforcement learning reproducibility scalability software engineering SQL statistics training transformer unit test

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