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

Learn how to create contour plots in Python using NumPy’s meshgrid and Matplotlib. This step-by-step tutorial shows you how ...

Python.Org is the official source for documentation and beginner guides. Codecademy and Coursera offer interactive courses for learning Python basics. Think Python provides a free e-book for a ...

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 ...

When creating an Assignment in Lyceum, instructors can decide how students submit work in the Submission Types section of the assignment settings. If the Accepted File Types field is left blank, ...

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 ...

In 2025-26, students entering the field of computer science will face a harder time than ever. According to the U.S. Bureau of Labour Statistics, overall employment in computer and IT occupations is ...

Create a markdown file named pandas_assignments.md in the repository (e.g., under docs/assignments/ or a similar directory). Include 5 assignments as described below, ensuring each has: A clear task ...

Everything on a computer is at its core a binary number, since computers do everything with bits that represent 0 and 1. In order to have a file that is "plain text", so human readable with minimal ...