Proxmox for the HomeLab

Meet Proxmox VE (Virtual Environment), a free and open‑source virtualization platform that fuses full KVM-based virtualization with LXC containers into one seamless web interface. It’s popular among home lab enthusiasts and IT pros who want enterprise-grade tools without enterprise-level licensing fees.

This post takes a deep dive into what Proxmox is and how to set up a powerful home lab using it; from the basics of installation to more advanced configurations like VLANs, backups, and clustering.

Beyond the Buzzwords: What Is Machine Learning, Really?

Machine learning is transforming industries, but at its core, it remains a field built on mathematics, logic, and structured data modeling. This article walks through the foundational principles of machine learning, stripping away the modern layers of abstraction to focus on its original essence. No libraries, no black boxes, just math and reasoning. Whether you’re a beginner with a math background or a curious technologist aiming to understand what actually powers intelligent systems, this is a ground-up journey into how machines learn.