https://sudonull.com/embeddings-and-text-clustering-how-a-computer-understands-meaning
Find out how GloVe embeddings and the K-Means algorithm allow computers to categorize texts with 99% accuracy. Practical guide for developers.
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In this project
https://sudonull.com/multi-agent-semantics-system-with-ensemble
Automate key collection: Bukvarix, XMLRiver, NLP-clustering, AI-ensemble. Reduce time from hours to 20 min, stability 85%. For SEO specialists.
https://sudonull.com/semantics-and-architecture-for-ai-search-in-a-niche
Learn to build a semantics pipeline: from entity map to page types and LLM clustering. Capture a niche in the era of AI Overviews. Engineering approach for SEO specialists.
https://sudonull.com/webassembly-for-ai-skills-luminarys-ai
Luminarys AI platform isolates skills in WASM sandboxes, supports Go/Rust/AS, clustering. For middle/senior dev: security, scaling, MCP. Deploy autonomous agents without risks.
https://sudonull.com/cluster-dual-xeon-6-cmp-90hx-for-ml
Assembly of a budget computing cluster on Jingsha X99: GPU selection, ECC memory, diagnostics. Instructions for middle/senior dev on local ML nodes. Learn more.
From other projects
https://ymaho.com/ai-based-on-ecg-detected-hidden-liver-cirrhosis-nature-medicine-study
Machine learning algorithm on ECG increased detection of liver fibrosis by 4 times. Results of a cluster-randomized study of 15,596 patients. Learn more.
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