News
Using Polars Instead of Pandas: Performance Deep Dive
10+ hour, 47+ min ago (966+ words) In this article, we explore three real data problems using real questions where Polars outpaces Pandas on every metric. " Over the last decade, Pandas has been the foundation for data work in Python. For datasets that fit in memory, it…...
5 Useful Python Scripts for Time Series Analysis
12+ hour, 47+ min ago (580+ words) Time series data is common across finance, operations, engineering, and research. These five Python scripts cover the analysis tasks that come up repeatedly. " Working with time series data involves a consistent set of tasks. Raw data arrives at irregular intervals…...
Guardrails for LLMs: Measuring AI 'Hallucination' and Verbosity
1+ day, 8+ hour ago (318+ words) This article discusses how to implement an infrastructure for measuring and controlling overly verbose LLM responses. " Large language models (LLMs) have a taste for using "flowery", sometimes overly verbose language in their responses. Ask a simple question, and chances are…...
Build an AI-Powered Learning Management System That Actually Trains People
1+ day, 10+ hour ago (1279+ words) Learn how to build an AI-powered Learning Management System from scratch using Ollama, Fast API, and React. A step-by-step guide for beginner and intermediate developers. The good news? Artificial intelligence has made it possible to build learning systems that actually…...
10 Git Hub Repositories to Master Fast API
1+ day, 12+ hour ago (789+ words) " If you want a quick way to understand the wider Fast API ecosystem, this is one of the best repositories to start with. Rather than focusing on a single app or tutorial, it brings together a broad set of Fast…...
Stop Wasting Tokens: A Smarter Alternative to JSON for LLM Pipelines
4+ day, 10+ hour ago (739+ words) If you are feeding structured data into an LLM, there is a good chance you are paying a JSON tax. In this article, you will learn what TOON is, when it makes sense to use it, and how to start…...
How to Build Vector Search from Scratch in Python
4+ day, 12+ hour ago (776+ words) Learn how to build a vector search engine from scratch in Python with embeddings, similarity scoring, and basic retrieval logic. " You've probably typed a question into a search bar and gotten results that matched your words but completely missed your…...
Building Modern EDA Pipelines with Pingouin
5+ day, 10+ hour ago (294+ words) Learn how to build a holistic pipeline for rigorous, statistical EDA, validating several important data properties. " Anyone who has spent a fair amount of time doing data science may sooner or later learn something: the golden rule of downstream machine…...
How to Set Up Claude Code Channels Locally
6+ day, 10+ hour ago (656+ words) Learn how to connect Claude Code to Discord locally, pair your account, control access, and keep the bot running reliably. " Claude Code Channels is quickly becoming a practical alternative to Open Claw for people who want to connect Claude to…...
7 Open Code Plugins That Make AI Coding More Powerful
6+ day, 12+ hour ago (545+ words) Learn which seven Open Code plugins add memory, search, Gemini, terminal control, analytics, and reusable skills to make AI coding workflows stronger. " Open Code plugins are add-ons that extend the capabilities of the Open Code AI coding agent. They provide…...