David Hundley

AI

Using an iPad for Data Science in 2024

Exploring the benefits and pitfalls of using Apple’s popular tablet for data science work David Hundley · Follow Published in Towards Data Science · 10 min read · 11 hours ago — Title card created by the author A few years ago (2021), I published a blog post on how I was using an iPad for my own data science work, so I thought I’d share a follow up given that, yes, I am still

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AI

Evaluating RAG Pipelines with Ragas

Leveraging the Ragas framework to determine the performance of your retrieval augmented generation (RAG) pipeline David Hundley · Follow Published in Towards Data Science · 21 min read · 8 hours ago — Title card created by the author Artificial intelligence is really cool, but for better or worse, the outputs of all AI models are inferences. In other words, these outputs are educated guesses, and we can never be truly certain that the output

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AI

How to Think About Using Your Company’s Information with GenAI

Assessing the options for GenAI information integration along with considerations for your specific company David Hundley · Follow Published in Towards Data Science · 12 min read · 11 hours ago — Title card created by the author While GenAI is super cool, there’s no doubt that the companies getting the most value out of GenAI have found a means to integrate their own information with the AI model. What I don’t necessarily see, however,

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