sxbxn / data_mining-study

Basic study of Data Mining

Data_Mining-Study

주차별 학습 내용

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• week 3 (21.04.01) // Pandas data analysis, K-means
• week 4 (21.04.08) // Hierarchical Clustering, PCA
• week 5 (21.04.15) // ARI(Adjusted Rand Index, NMI(Normalized Mutual Information, Silhouette
• week 6 (21.04.29) // Naive Bayes classification, Cross-validation
• week 7 (21.05.06) // Decision tree
• week 8 (21.05.13) // Random Forest, Ensemble Learning(Bagging, Boosting)
• week 9 (21.05.20) // Adaboost
• week 10 (21.05.27) // Expectation Maximization (EM)
• 마무리 (~ 21.06.30) // 최종 보고서