AI, Bigdata
af ad astra
1. 통계
2. 선형대수
3. Machine learning
3.1. Supervised learning
3.1.1. Classification
3.1.1.1. Decision tree
3.1.1.2. Ensemble
3.1.1.2.1. Voting
3.1.1.2.2. Bagging
3.1.1.2.3. Boosting
3.1.2. Prediction
3.1.2.1. Regression
3.1.2.1.1. Linear regression
3.1.2.1.2. Non-Linear regression
3.2. Unsupervised learning
3.2.1. Clustering
3.3. preprocessing
3.3.1. Scaling
3.3.2. Encoding
3.4. 평가지표
3.4.1. Accuracy
3.5. 인공신경망
3.5.1. Deep learning
3.5.1.1. Supervised learning
3.5.1.1.1. Image classification
3.5.1.1.2. Time series analysis
3.5.1.2. Unsupervised learning
3.5.1.2.1. Clustering