CI/CD Pipelines for Data Processing Applications on Azure Part 1: Container Instances | by Peer Christensen | Oct, 2023

Peer Christensen

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. However, more often than not, deployed resources will need to change over time, which … Read more

False Prophet: a Time Series Regression Model

Bradley Stephen Shaw

Borrowing ideas from Meta’s Prophet to build a powerful time series regression model Photo by Niklas Rhöse on Unsplash In this follow up article, I continue my mission to build Frankenstein’s time series monster by combining ideas from the popular Prophet package¹ and the talk “Winning with Simple, even Linear, Models”². After we’ve reminded ourselves … Read more

A Primer on Statistical Inference

Matthias Plaue

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 the foundation for effective statistical inference in data science. The following text draws significantly from my book, “Data Science — … Read more

Questions for 2024 – O’Reilly

Pause AI? – O’Reilly

This time of year, everyone publishes predictions. They’re fun, but I don’t find them a good source of insight into what’s happening in technology. Instead of predictions, I’d prefer to look at questions: what are the questions to which I’d like answers as 2023 draws to a close? What are the unknowns that will shape … Read more

Is Generative AI Worth Its Environmental Footprint? | by Kasper Groes Albin Ludvigsen | Oct, 2023

Kasper Groes Albin Ludvigsen

Generative AI might have a noticeable environmental footprint, and this story discusses what we may stand to gain in return. Photo by Eric Krull on Unsplash Generative AI is receiving a lot of attention these days. ChatGPT reportedly has hundreds of millions of users and similar functionality is allegedly being built into a multitude of … Read more