So far, running LLMs has required a large amount of computing resources, mainly GPUs. Running locally, a simple prompt with a typical LLM takes on an average Mac ...

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Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

Dictionaries are deceptively simple, and incredibly ambitious. NPR's Don Gonyea talks to Stefan Fatsis about his book, "Unabridged: The Thrill of (and Threat to) The Modern Dictionary." It's a ...

All these nuggets are drawn from “Unabridged,” in which Stefan Fatsis—a journalist, broadcaster and author—reflects on his love affair with the dictionary. There are gems aplenty about subjects ...

FastAPI has become a favorite for building APIs in Python, and it’s popping up everywhere in job listings. If you’re looking to land a tech job in 2025, you’ll probably run into some fastapi interview ...

Community driven content discussing all aspects of software development from DevOps to design patterns. Ready to develop your first AWS Lambda function in Python? It really couldn’t be easier. The AWS ...

Thinking about learning Python? It’s a pretty popular language these days, and for good reason. It’s not super complicated, which is nice if you’re just starting out. We’ve put together a guide that ...

This repo provides a step-by-step guide and a template for setting up a Python 🐍 development environment with VScode and Docker 🐳. Docker is an amazing tool, but it has some learning curve. This ...

Git isn’t hard to learn. Moreover, with a Git GUI such as Atlassian’s Sourcetree, and a SaaS code repository such as Bitbucket, mastery of the industry’s most powerful version control tools is within ...