Data Science

Maching Learning

1. [ml] 사후검정 링크

   | ml | 사후검정 | anova

   [ml] 사후검정

2. [ml] 가설검정 링크

   | ml | 가설검정 | 추정

   [ml] 가설검정

3. [ml] Z검정 링크

   | ml | Z검정 | 추정

   [ml] Z검정

4. [ml] T검정 링크

   | ml | T검정 | 추정

   [ml] T검정

5. [ml] 분산분석(anova) 링크

   | ml | 분산분석 | anova

   [ml] 분산분석(anova)

6. [ML] XGBoost Regression 링크

   | ml | xgb | boosting | regression

   [ML] XGBoost Regression

7. [ML] Regularization method - Regression 링크

   | ml | regularization | regression | ridge | lasso | elastic_net

   [ML] Regularization method - Regression

8. [ML] Random Forest Regression 링크

   | ml | random | forest | regression

   [ML] Random Forest Regression

9. [ML] Linear Regression 링크

   | ml | linear | regression

   [ML] Linear Regression

10. [ML] KNN(K-nearest neighbors) Regression 링크

    | ml | neighbors | k-nearest | regression

    [ML] KNN(K-nearest neighbors) Regression

11. [ML] bias and Variance 링크

    | ml | bias | variance | overfitting | underfitting

    [ML] bias and Variance

12. [ML] Bagging and Boosting 링크

    | ml | bagging | boosting

    [ML] Bagging and Boosting

13. [ML] SVM ( Support Vector Machine) 링크

    | ml | svm | support | vector | classification

    [ML] SVM ( Support Vector Machine)

14. [ML] Logistic Regression 링크

    | ml | Logistic | Regression | classification | odds | roc_curve

    [ML] Logistic Regression

15. [ML] Generalized linear Model ( GLM ) 링크

    | ml | GLM | linear | regression

    [ML] Generalized linear Model ( GLM )

16. [ML] Decision Tree Classification 링크

    | ml | decision | tree | classification

    [ML] Decision Tree Classification

17. [Machine Learning] Study List 링크

    | ml | plan | regression | clustering | timeseries

    [Machine Learning] Study List