https://github.com/prneidhardt/unsupervised-learning

Trade & Ahead Project
https://github.com/prneidhardt/unsupervised-learning

cluster-profile hierarchical-clustering kmeans-clustering

Last synced: about 2 months ago
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Trade & Ahead Project

• Host: GitHub
• URL: https://github.com/prneidhardt/unsupervised-learning
• Owner: prneidhardt
• License: gpl-3.0
• Created: 2022-05-29T16:56:47.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-11-11T21:19:17.000Z (8 months ago)
• Last Synced: 2025-05-07T02:05:14.618Z (about 2 months ago)
• Topics: cluster-profile, hierarchical-clustering, kmeans-clustering
• Language: Jupyter Notebook
• Homepage:
• Size: 4.22 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Unsupervised-Learning

- Project delivered in February 2022

- Repository includes two files:

  - Jupyter notebook with Python code written for data analysis and model building

  - CSV file includes data imported into notebook

## Problem Statement

- Analyze the stocks data, grouping the stocks based on the attributes provided, and sharing insights about the characteristics of each group.

## Skills and Tools

- Exploratory Data Analysis (Variable identification, Univariate analysis, Bivariate analysis)

- K-Means Clustering

- Hierarchical Clustering

- Cluster Profiling