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Andrew Fairless, Ph.D.

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What I Read: The power of the full-stack data science generalist

By BylineAndrew Fairless on January 29, 2021January 4, 2021

https://multithreaded.stitchfix.com/blog/2019/03/11/FullStackDS-Generalists/ Beware the data science pin factory: The power of the full-stack data science generalist and the perils of division of labor through functionBlog post by Eric ColsonEric ColsonMarch 11,Continue readingWhat I Read: The power of the full-stack data science generalist

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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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