by | Dec 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
It’s (not) all about LLMs and AI toolsContinue reading on Towards Data Science » It’s (not) all about LLMs and AI toolsContinue reading on Towards Data Science » machine-learning, career-advice, deep-dives, data-science, ai Towards Data Science – MediumRead...
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A Python tutorial on how to implement oversampling and how to make custom variationsContinue reading on Towards Data Science » A Python tutorial on how to implement oversampling and how to make custom variationsContinue reading on Towards Data Science...
by | Dec 31, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Paradigm Shifts of Eval in the Age of LLMsLLMs requires some subtle, conceptually simple, yet important changes in the way we think about evaluationI’ve been building evaluation for ML systems throughout my career. As head of data science at Quora, we built eval for...
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From attention to gradient descent: unraveling how transformers learn from examplesIn-context learning (ICL) — a transformer’s ability to adapt its behavior based on examples provided in the input prompt — has become a cornerstone of modern LLM usage. Few-shot...
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Capture context and improve predictions with historical dataContinue reading on Towards Data Science » Capture context and improve predictions with historical dataContinue reading on Towards Data Science » data-engineering, artificial-intelligence, machine-learning,...
by | Dec 30, 2024 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Understanding Distributions with Extremes: Probability for Data Science Series (END)Continue reading on Towards Data Science » Understanding Distributions with Extremes: Probability for Data Science Series (END)Continue reading on Towards Data Science » covid19,...
