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Mathematics News & Resources
4Mathematics is a specialist search engine for Mathematics. Discover the latest math news and mathematical content. Part of the 4SEARCH network of topic specific search engines.
Latest News & Web Pages
Real-Time Dashboards: When Live Data Helps and When It Just Adds Noise
36+ min ago (518+ words) Real-time dashboards are easy to request and surprisingly hard to get right. "Make it real-time" sounds like a simple requirement, but teams often discover the tradeoffs after launch: noisy metrics, unclear freshness, and dashboards that trigger reactions instead of decisions....
Rigetti & Algorithmiq Partner To Tackle Financial Fraud With Quantum Machine Learning
39+ min ago (384+ words) Rigetti and Algorithmiq are partnering to apply quantum machine learning to financial data, specifically focusing on anomaly detection for fraud prevention. This collaboration aims to improve hybrid quantum-classical methods and accelerate the development of quantum-enhanced digital payment systems. https://quantumzeitgeist.com/wp-content/uploads/0830cee9cf5c.jpeg Rigetti…...
How I Built a Self-Correcting ML Pipeline That Runs for Days Without Human Intervention
1+ hour, 5+ min ago (1056+ words) Most ML pipelines are batch jobs: data in, predictions out, human reviews results. But what if you need a pipeline that runs autonomously for days, continuously ingesting data from external sources, making decisions, and " critically " correcting its own mistakes without…...
AI Tackles Complex Problems Previously Beyond Reach
1+ hour, 34+ min ago (997+ words) Researchers have developed a novel deep reinforcement learning framework, PLANCK, capable of efficiently solving complex optimisation problems, including those found in disordered systems and combinatorial challenges, and demonstrating strong performance on instances far larger than those used during its training....
7 XGBoost Tricks for More Accurate Predictive Models
1+ hour, 37+ min ago (520+ words) 7 Python tricks that may help make the most of the standalone XGBoost library, particularly in terms of seeking more accurate predictive models. All you need to do is import it as follows: Below, we outline 7 Python tricks that can help…...
Why the era of relying on dozens of "purpose-built" databases is finally coming to an end
1+ hour, 37+ min ago (742+ words) What will drive the next wave of innovation in enterprise applications? Ask the experts, and you'll likely hear a similar answer: data platforms that enable AI to operate effectively at scale. With AI transforming industries across the board, the infrastructure…...
🚀 Projeto ETL em Python com dados públicos de clima + MySQL na nuvem
1+ hour, 43+ min ago (279+ words) Nas "ltimas semanas, eu quis transformar uma ideia simples em algo real: construir um pipeline ETL completo, enxuto e pronto para ser compartilhado. O resultado foi um projeto em Python que extrai dados p"blicos de clima em tempo real,…...
Top 10 Open-Source User Interfaces for LLMs
2+ hour, 54+ min ago (346+ words) Text Generation Web UI is a popular open-source platform for running and interacting with local LLMs. It supports a wide range of models, offers a clean interface, and includes advanced features like model presets, plugins, and community-driven enhancements. It's favored…...
How to write effective prompts for AI website builders
2+ hour, 55+ min ago (830+ words) Get better results out of your AI toolkit You've decided to use an AI website builder, typed in a quick description, and hit generate. The result? A generic template that looks like every other AI-generated site you've seen. The problem…...
I Built Vector-Only Search First. Here's Why I Had to Rewrite It.
3+ hour, 5+ min ago (661+ words) I spent three weeks building a pure vector search for an e-commerce product catalog. Embedded everything with multilingual-e5-large, loaded it into Qdrant, and ran my first test queries. "Gift for someone who likes cooking" returned kitchen knives and spice…...