10 GitHub Repositories to Master Self-Hosting
Learn how modern infrastructure works through self-hosting: containers, reverse proxies, monitoring, backups, networking, and systems operations.
Author: Ebba
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Using Polars Instead of Pandas: Performance Deep Dive
In this article, we explore three real data problems using real questions where Polars outpaces Pandas on every metric.
5 Useful Python Scripts for Time Series Analysis
Time series data is common across finance, operations, engineering, and research. These five Python scripts cover the analysis tasks that come up repeatedly.
10 GitHub Repositories to Master FastAPI
Learn FastAPI through templates, examples, guides, auth tools, microservices, full-stack starters, and machine learning projects.
Guardrails for LLMs: Measuring AI ‘Hallucination’ and Verbosity
This article discusses how to implement an infrastructure for measuring and controlling overly verbose LLM responses.
Build an AI-Powered Learning Management System That Actually Trains People
Learn how to build an AI-powered Learning Management System from scratch using Ollama, FastAPI, and React. A step-by-step guide for beginner and intermediate developers.
Stop Wasting Tokens: A Smarter Alternative to JSON for LLM Pipelines
If you are feeding structured data into an LLM, there is a good chance you are paying a JSON tax.
How to Build Vector Search From Scratch in Python
Learn how to build a vector search engine from scratch in Python with embeddings, similarity scoring, and basic retrieval logic.
Building Modern EDA Pipelines with Pingouin
Learn how to build a holistic pipeline for rigorous, statistical EDA, validating several important data properties.
7 Everyday Distributions Explained Simply
This article is a quick, everyday tour of seven distributions you'll actually recognize once you know what to look for. No heavy math. No gatekeeping.