Background In data science and machine learning, many libraries emit lots of logs—like pandas, numpy, scikit-learn, PyTorch, and TensorFlow. By default they all send log records to one shared plac...
A comprehensive guide to machine learning models in scikit-learn with beginner-friendly explanations, analogies. 1. Supervised Learning Concept: We know the target labels – like having the answ...
This guide simplifies the official n8n Self-Hosted AI Starter Kit for Raspberry Pi. Unlike the original, this setup: Works on Raspberry Pi with Ollama (CPU-only). Uses Portainer for easy stac...
What is Nginx Proxy Manager? Nginx Proxy Manager (NPM) is a lightweight, web-based interface that simplifies managing reverse proxies, SSL certificates, and domain routing using Docker. Homelab e...
Raspberry Pi has come a long way from being just a tinkering board. The latest models pack up to 16GB of RAM, making them powerful enough to act as a lightweight Docker server capable of running mu...
Why create a custom HTML page? Most Jekyll pages in the Chirpy theme use the theme’s built-in layouts and styles. Sometimes, you may want a stand-alone page that: Uses your own HTML, CSS, and ...
✅ A Quick Example First def add(a, b): return a + b def test(): print("Testing add:", add(2, 3)) if __name__ == "__main__": test() What happens? Run this file → Output: Testing...
🤔 What Are Dunder Methods? Dunder methods are special functions that have double underscores before and after their names, like: __init__, __str__, __repr__, __eq__, __len__ ... “Dunder” means ...
Why This Matters When working with Python, using isolated environments helps you manage dependencies and avoid conflicts between projects. Two popular tools for this are virtualenv (or venv) and C...
So you’ve decided to learn programming — brilliant! But now you’re hearing words like compiler, interpreter, libraries, packages. Feeling overwhelmed? Don’t worry — this post explains everything u...