Text Classification

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The Project Graveyard: A Practical Guide to Text Classification and Lessons from Abandoned Ideas
August 24, 2025

Explore a collection of abandoned projects and discover valuable lessons, including a detailed, practical guide for building a text classification and recommendation system using SBERT, k-means, and SVM.

Machine Learning Text Classification Side Projects Recommender Systems Vr Sbert P2p Memory Management Python Lessons Learned
How Developers Are Using LLMs in Production: From Data Parsing to SQL Agents
July 6, 2025

Explore real-world production applications of LLMs that go beyond chatbots, including advanced text classification, internal automation with SQL agents, and cost-effective data processing strategies.

Llm Applications Data Extraction Automation Internal Tools Unstructured Data Software 3.0 Text Classification Sql Agent Cost-Benefit Analysis Human-In-The-Loop
Curating Your Digital Feed: Techniques for a Tech-Focused and Positive Online Experience
June 23, 2025

Discover methods to filter online content and create a personalized feed focused on technology and entrepreneurship, including DIY machine learning tools and curated platforms.

Content Curation Information Filtering Machine Learning Llm Personalization Recommendation Systems Text Classification Digital Well-Being Diy Tools Curated Platforms