Python Data Science: Unsupervised Machine Learning

Learn Python for data science & machine learning, and build unsupervised learning models w/ a top Python instructor!
4.71 (203 reviews)
Udemy
platform
English
language
Data Science
category
Maven Analytics
instructor
Python Data Science: Unsupervised Machine Learning
2 433
students
17 hours
content
Nov 2024
last update
$84.99
regular price

What you will learn

Master the foundations of unsupervised Machine Learning in Python, including clustering, anomaly detection, dimensionality reduction, and recommenders

Prepare data for modeling by applying feature engineering, selection, and scaling

Fit, tune, and interpret three types of clustering algorithms: K-Means Clustering, Hierarchical Clustering, and DBSCAN

Use unsupervised learning techniques like Isolation Forests and DBSCAN for anomaly detection

Apply and interpret two types of dimensionality reduction models: Principal Component Analysis (PCA) and t-SNE

Build recommendation engines using content-based and collaborative filtering techniques, including Cosine Similarity and Singular Value Decomposition (SVD)

Course Gallery

Python Data Science: Unsupervised Machine Learning – Screenshot 1
Screenshot 1 – Python Data Science: Unsupervised Machine Learning
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Screenshot 2 – Python Data Science: Unsupervised Machine Learning
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Screenshot 3 – Python Data Science: Unsupervised Machine Learning
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5930252
udemy ID
18/04/2024
course created date
26/04/2024
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