0 intro 14:50 رایگان 1 datasets 15:44 رایگان 2 regression 17:10 3 linear model 30:0 4 classification 17:26 5 logistic regression 13:17 6 preprocessing 14:0 7 standard scaler 13:59 8 pipeline 7:48 9 polynomial regression 13:52 10 polynomial features 19:53 11 overfitting 5:42 12 gini impurity 24:59 13 decision tree 25:17 14 ensemble 16:34 15 voting classifier 10:52 16 random forest 8:11 17 adaboost 8:7 18 one hot encoding 13:32 19 generalization 18:1 20 regularization 15:39 21 ridge 17:34 22 svm 21:2 23 grid search 18:46 24 dimensionality reduction 23:26 25 pca 21:34 26 knn 12:35 27 clustering 14:30 28 kmeans 19:37 29 wcss 18:19 30 hierarchical cluster 19:45 31 linkage 20:19 32 dbscan 15:51 33 make blobs 10:53 34 isolation forest 21:1 35 recommender system 17:20 50 done 4:37
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