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Pen and Paper Exercises in Machine Learning (2022)

Published:Mar 21, 2025 20:07
1 min read
Hacker News

Analysis

The article's title suggests a focus on fundamental machine learning concepts and problem-solving through manual calculations and derivations. This approach can be valuable for building a deeper understanding of the underlying principles, as opposed to solely relying on software libraries. The year (2022) indicates the article is relatively recent.
Reference

Research#machine learning👥 CommunityAnalyzed: Jan 3, 2026 06:25

Machine Learning from scratch: Bare bones implementations in Python

Published:Feb 25, 2017 16:38
1 min read
Hacker News

Analysis

The article likely presents a practical, educational approach to understanding machine learning concepts by implementing algorithms in Python without relying on high-level libraries. This is valuable for learning the underlying principles and building a deeper understanding of how these algorithms function. The focus on 'bare bones implementations' suggests a focus on clarity and simplicity over performance or production readiness.
Reference