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Andrew Fairless, Ph.D.

Data, Science, and Tinkering

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What I Read: Probabilistic Linkage, Data Deduplication

By BylineAndrew Fairless on April 15, 2024March 1, 2024

https://www.robinlinacre.com/fellegi_sunter_accuracy/ Why Probabilistic Linkage is More Accurate than Fuzzy Matching For Data DeduplicationRobin Linacre2023-10-24 “How effectively do different approaches to record linkage exploit the information in the data to makeContinue readingWhat I Read: Probabilistic Linkage, Data Deduplication

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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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