Unsupervised Machine Learning Diploma | Arabic
Unlock the Power of Unsupervised Learning with Python: A Professional Journey into Unsupervised ML Algorithms
4.75 (42 reviews)
4,224
students
11.5 hours
content
Dec 2023
last update
$54.99
regular price
What you will learn
Intro to Unsupervised Machine Learning
Linear and nonlinear Dimensionality Reduction
PCA | SVD | Random Projection
Principle Component Analysis (PCA)
Singular Value Decomposition (SVD)
Isomap | LLE | t-SNE
Isometric mapping (Isomap)
Locally Linear Embedding (LLE)
t-Distributed Stochastic Neighbor Embedding (t-SNE)
Anomaly Detection
Clustering
K-Means
K-Means for preprocessing
K-Means for semi-supervised Learning
K-means for Image Segmentation
DBSCAN
Hierarchical Clustering
Gaussian Mixture Models (GMM)
Group Segmentation
4800268
udemy ID
7/26/2022
course created date
8/3/2022
course indexed date
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