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research#ml📝 BlogAnalyzed: Jan 21, 2026 08:45

Unlocking Machine Learning: A Beginner's Journey

Published:Jan 21, 2026 08:37
1 min read
Qiita ML

Analysis

This is a fantastic resource for anyone diving into the exciting world of machine learning! The author, L_Gravity, shares their learning journey and makes complex concepts accessible. It's a testament to the power of community-driven learning and knowledge sharing.
Reference

“I'm sharing my notes because it felt wrong to keep them to myself!”

PermalinkQiita ML
Research#NLP📝 BlogAnalyzed: Dec 29, 2025 07:46

Four Key Tools for Robust Enterprise NLP with Yunyao Li

Published:Nov 18, 2021 18:29
1 min read
Practical AI

Analysis

This article from Practical AI discusses the challenges and solutions for implementing Natural Language Processing (NLP) in enterprise settings. It features an interview with Yunyao Li, a senior research manager at IBM Research, who provides insights into the practical aspects of productizing NLP. The conversation covers document discovery, entity extraction, semantic parsing, and data augmentation, highlighting the importance of a unified approach and human-in-the-loop processes. The article emphasizes real-world examples and the use of techniques like deep neural networks and supervised/unsupervised learning to address enterprise NLP challenges.
Reference

“We explore the challenges associated with productizing NLP in the enterprise, and if she focuses on solving these problems independent of one another, or through a more unified approach.”

PermalinkPractical AI