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Journeying through the galaxy of bits and bytes.

CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances

Image generated with The AI Comic Factory: https://huggingface.co/spaces/jbilcke-hf/ai-comic-factory A Step-by Step Guide to Deploying Docker Containers with GitHub Actions Introduction Manually creating and deploying resources to Azure and other cloud providers is relatively easy and may, in some case, be enough.

A primer on statistical estimation and inference

A Primer on Statistical Estimation and Inference The law of large numbers and sound statistical reasoning are the foundation for effective statistical inference in data science Photo by Gabriel Ghnassia on Unsplash The law of large numbers and sound statistical reasoning are

An Implementation of VGG

A beginner-friendly tutorial Continue reading on Towards Data Science »

How Human Labor Enables Machine Learning

Much of the division between technology and human activity is artificial — how do people make our work possible? Photo by Dominik Scythe on Unsplash We don’t talk enough about how much manual, human work we rely upon to make the exciting advances

Is Generative AI Worth Its Environmental Footprint?

Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return. Continue reading on Towards Data Science »