GitHub - jjungyujin/DataScience

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
data		data
.gitignore		.gitignore
01_0_데이터불러오기_그래프.ipynb		01_0_데이터불러오기_그래프.ipynb
01_1_데이터_전처리.ipynb		01_1_데이터_전처리.ipynb
01_2_데이터변환.ipynb		01_2_데이터변환.ipynb
01_3_타이타닉전처리_실습.ipynb		01_3_타이타닉전처리_실습.ipynb
02_1_선형회귀.ipynb		02_1_선형회귀.ipynb
02_2_회귀_자동차연비예측.ipynb		02_2_회귀_자동차연비예측.ipynb
03_1_로지스틱회귀.ipynb		03_1_로지스틱회귀.ipynb
03_2_분류_타이타닉생존예측.ipynb		03_2_분류_타이타닉생존예측.ipynb
04_1_회귀모형평가.ipynb		04_1_회귀모형평가.ipynb
04_2_분류모형평가.ipynb		04_2_분류모형평가.ipynb
05_1_일반화와과적합_회귀.ipynb		05_1_일반화와과적합_회귀.ipynb
05_2_일반화와과적합_분류.ipynb		05_2_일반화와과적합_분류.ipynb
06_1_train_test_split.ipynb		06_1_train_test_split.ipynb
06_2_cross_validation.ipynb		06_2_cross_validation.ipynb
06_3_회귀_자동차연비예측_교차검증.ipynb		06_3_회귀_자동차연비예측_교차검증.ipynb
07_1_Hyperparameter_tuning.ipynb		07_1_Hyperparameter_tuning.ipynb
08_1_KNN.ipynb		08_1_KNN.ipynb
08_2_KNNwithSklearn.ipynb		08_2_KNNwithSklearn.ipynb
08_3_KNNClassifier.ipynb		08_3_KNNClassifier.ipynb
09_1_DecisionTree.ipynb		09_1_DecisionTree.ipynb
09_2_DecisionTreeClassifier.ipynb		09_2_DecisionTreeClassifier.ipynb
10_1_SVM.ipynb		10_1_SVM.ipynb
11_PCA_countries.ipynb		11_PCA_countries.ipynb
11_PCA_iris.ipynb		11_PCA_iris.ipynb
12_clustering_hierarchical.ipynb		12_clustering_hierarchical.ipynb
12_clustering_kmeans.ipynb		12_clustering_kmeans.ipynb
12_clustering_with_pca.ipynb		12_clustering_with_pca.ipynb
13_anomlay_detection.ipynb		13_anomlay_detection.ipynb