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5 Python Libraries That Make Data Cleaning More Enjoyable
1+ hour, 9+ min ago (717+ words) This article covers five Python libraries that turn tedious data cleaning into something expressive and genuinely enjoyable. Data cleaning is rarely interesting, but it does consume the majority of a data professional's time. Before any model trains or dashboard renders,…...
How to Build a Simple AI Web Scraper with Python
2+ day, 23+ hour ago (1425+ words) Turn any webpage into a lightweight LLM-powered QA engine by cleaning HTML, converting content to Markdown, and returning focused answers while reducing token usage. Web scraping is the process of collecting information from websites automatically. A normal scraper usually extracts…...
5 Fun Agentic AI Papers to Read
3+ day, 1+ hour ago (225+ words) If you read only five papers on AI agents, make them these. This article is part of our 5 Fun series. In a previous article, we looked at 5 Fun Papers That Explain LLMs Clearly. This time, we are moving one step…...
Building a Streaming Local AI Agent
3+ day, 23+ hour ago (409+ words) Streaming gets used in two different ways when people talk about AI agents. Straighten out your understanding here. These are your prerequisites: The fix is a two-stage funnel, and it's the single most important idea in this build: Each file…...
Constraining Output Space for SLM Narrow Automation Optimization
4+ day, 52+ min ago (365+ words) This article will kick off a series on narrow automation optimization for SLMs, and as the first entry will cover one of the more most useful techniques for doing so: constraining the output space instead of parsing generated text. To…...
Building an End-to-End Data Science Portfolio Project
4+ day, 23+ hour ago (1316+ words) Most portfolios stop at a notebook. Take yours all the way. The projects that actually get people hired do something different. They start with a business problem and finish with a recommendation, and they show every stage in between. Showing…...
5 Easy Ways to Install Python on Windows
5+ day, 1+ hour ago (900+ words) Learn how to install Python on Windows using the Python Install Manager, WinGet, uv, Miniconda, or the official Python installer, and choose the best setup for beginners and Python development. Installing Python used to mean visiting a website, downloading the…...
The Ultimate Guide to Contributing to Open Source Projects
5+ day, 22+ hour ago (633+ words) This guide walks through what contributing to open source projects actually covers, how to pick a project that will actually respond to you, the exact git mechanics, and more. GitHub added 36 million new developers in 2025, roughly one new account every…...
3 Visual Proofs of the Central Limit Theorem to Build Your Intuition
6+ day, 1+ hour ago (224+ words) The central limit theorem (CLT), in very broad terms, tells us that the "magical" bell curve of normal distributions happens (and it does, a lot!) in the real world, often regardless of the data's original shape. But have you wondered…...
New Free eBook: Understanding Agentic AI, an Executive Briefing
6+ day, 21+ hour ago (252+ words) Written for CEOs, CTOs, CIOs, and technology executives, our new free ebook "Understanding Agentic AI: An Executive Briefing" walks through the components every real agentic system is built from. New Free eBook: Understanding Agentic AI, an Executive Briefing Written for…...