옵티마이저(Optimizer)
Optimizer, Momentum, AdaGrad, RMSProp, Adam
최근 포스트
손실 함수(Loss Function)
Categorical Cross-Entropy, Binary Cross-Entropy
활성화 함수(Activation Function)
Sigmoid, Hyperblic Tangent, LeLU, LeakyLeLU, ELU, Softmax
인공 신경망의 가중치 업데이트 - 역전파(Backpropagation)
Backpropagation
딥러닝(Deep Learning)
ANN, DNN, Deep Learning, Perceptron, MLP
머신러닝(Machine Learning)
ML, Supervised Learning, Unsupervised Learning, Reinforcement Learning
경사 하강법(Gradient Descent)
Gradient Descent, SGD, Batch
회귀(Regression)
Regression, 선형 회귀, RSS, Loss function
이상치(Outlier) 제거(IQR 방식)
Outlier, Box plot, IQR, heatmap
Ensemble Models 2
XGBoost, LightGBM