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Kursus The Superhero Clustering - Online-undervisning med certifikat
python

The Superhero Clustering

Arsenii Drobotenko

Python

5 Chapters

0 Studying now

A hands-on, notebook-driven project where you will explore, visualize, and cluster a dataset of superhero statistics using unsupervised learning techniques. You'll perform data cleaning, exploratory analysis, dimensionality reduction with PCA, cluster discovery with K-Means, and anomaly detection with Isolation Forest—all in a strictly linear, function-free Python workflow.

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Beskrivelse af kurset

A hands-on, notebook-driven project where you will explore, visualize, and cluster a dataset of superhero statistics using unsupervised learning techniques. You'll perform data cleaning, exploratory analysis, dimensionality reduction with PCA, cluster discovery with K-Means, and anomaly detection with Isolation Forest—all in a strictly linear, function-free Python workflow.

Teknologi

Python

Sprog

En

Bedømmelse

Kapitler

5

Database Initialization

The Meta-Human Baselines

The Power Matrix

Discovering Combat Archetypes

Omega-Level Threat Identification

0%

Database Initialization

The Meta-Human Baselines

The Power Matrix

Discovering Combat Archetypes

Omega-Level Threat Identification

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