Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models.

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Corey Schafer’s YouTube channel is a go-to for clear, in-depth video tutorials covering a wide range of Python topics. The ...

Why write ten lines of code when one will do? From magic variable swaps to high-speed data counting, these Python snippets ...

Overview: Structured online platforms provide clear, step-by-step learning paths for beginners.Real progress in data science comes from hands-on projects and co ...

Adaptation finance in the country is not merely about carbon markets and tech transfer. It’s about community level changes to make agriculture more resilient and institutional improvements to insulate ...

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Overview Pandas continues to be a core Python skill in 2026, powering data analysis, cleaning, and engineering workflows ...

In Pyper, the task decorator is used to transform functions into composable pipelines. Let's simulate a pipeline that performs a series of transformations on some data.

Finding the right book can make a big difference, especially when you’re just starting out or trying to get better. We’ve ...

In some ways, data and its quality can seem strange to people used to assessing the quality of software. There’s often no observable behaviour to check and little in the way of structure to help you ...

Oh, sure, I can “code.” That is, I can flail my way through a block of (relatively simple) pseudocode and follow the flow. I ...