기계학습
- 2024-09-08 (modified: 2025-06-28)
- 별칭: ML
A process of training a piece of software, called a model, to make useful predictions or generate content from data.
Introductory materials
- Introduction to Machine Learning by Google
- People + AI guidebook by Google
- Introduction to machine learning problem framing by Google
Generalization and OOD
A model’s ability to make correct predictions on new, previously unseen data is called generalization, and out-of-distribution generalization is one of the most important problems in the contemporary machine learning.
Engineering
Articles
- 2024-08-24 - What’s Really Going On in Machine Learning? Some Minimal Models by Stephen Wolfram