unsupervised-learning

from sklearn.cluster import KMeans, DBSCAN, AgglomerativeClustering
from sklearn.metrics import silhouette_score
from sklearn.preprocessing import StandardScaler

X_scaled = StandardScaler().fit_transform(X)

Clustering with KMeans, DBSCAN, and hierarchical approaches

clustering kmeans dbscan

by Dr. Elena Vasquez 1 tab

python

from sklearn.decomposition import PCA
from sklearn.manifold import TSNE
from sklearn.preprocessing import StandardScaler

X_scaled = StandardScaler().fit_transform(X)

PCA and t-SNE for dimensionality reduction and inspection

pca tsne dimensionality-reduction

by Dr. Elena Vasquez 1 tab