Atlas · GenAI 2026
Regression Analysis
Regression analysis (linear, logistic, regularized)
conceptPeak: 2015Supervised LearningAI consensus: 1/3
Prerequisites
No prerequisites.
Recommended reference
James, Witten, Hastie, Tibshirani (2023) An Introduction to Statistical Learning (ISLP), 2nd ed. — free; Ch.3-6 with Python code
Notes from AI deep research
Anthropic Opus
ISLP (James et al.) to najlepszy podrecznik. Lasso/Ridge/ElasticNet wciaz uzywane w feature selection
Related skills
- → is subcategory of: Machine Learning(3/3)
- → is subcategory of: Predictive Analytics(2/3)
- → is subcategory of: Statistical Inference(2/3)
- → is subcategory of: Supervised Learning(1/3)