Objective function, Cost function, Loss function
목적함수 vs 손실함수 (objective function vs cost function), 둘의 차이점은?
Occam's razor
오컴의 면도날 법칙 (Occam’s razor or Ockham’s razor)
Support Vector Machine (SVM)
working now
Feature Engineering & Preprocessing for NLP
Before we consider diverse models to predict, pretty clean and well-organized ingredients, we are going to call feataures, should be well-prepared. Here, preprocessing and Feature engineering will be covered but these process are limited in NLP field. (Ofc, these concepts could be applied to fields.)
Gaussian Process Regression (GPR)
working now
data2vec
[Review | 논문리뷰] data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
Linear Regression
[코드리뷰 | 개념] Linear Regression
Data
Data 톺아보기
Bayesian Optimization (BO)
Bayesian Optimization (베이지안 최적화) 란?
Multivariate vs Multivariable
Multivariate (다변량) vs Multivariable (다변수)란?
Dimensionality Reduction
차원 축소는 무엇일까? 쉽게 생각하면 그냥 말 그대로 차원을 축소한다는 말이다.