Short Review📝
Unsupervised learning is used to identify segments of the general population that are very similar to historical customers of a German multinational company. In particular, Principal Component Analysis is used for dimensionality reduction, followed by K-means clustering to obtain the needed clusters.
Link 🔗
Topics 🤖
Modules 📚
#numpy #pandas #matplotlib #pyplot #seaborn #time #warnings #sklearn #model_selection #learning_curve #train_test_split #utils #resample #decomposition #PCA #cluster #MiniBatchKMeans #KMeans #preprocessing #StandardScaler #ensemble #RandomForestClassifier #AdaBoostClassifier #xgboost #XGBClassifier #tree #DecisionTreeClassifier #plot_learning_curve #model_selection #cross_val_score #StratifiedKFold
Notebook Credit 🌟
Thanks for sharing! I learnt how to use PCA properly!