https://github.com/aye-nyeinsan/nlp_workshop5
https://github.com/aye-nyeinsan/nlp_workshop5
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/aye-nyeinsan/nlp_workshop5
- Owner: aye-nyeinSan
- Created: 2025-02-13T16:08:32.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-03-03T14:09:52.000Z (3 months ago)
- Last Synced: 2025-03-03T15:24:21.859Z (3 months ago)
- Language: Jupyter Notebook
- Size: 111 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# NLP_Workshop5
# Workshop 5: The national Anthems of our world with K-Mean and HAC
• Step 1: Check for Missing value and outlier and plots (1 point)
• Step 2: Perform EDA (3 points)
• Write summary talk about each feature and their distribution
• Step 2.2 ( Translate into your local language e.g. Thai, Chinese)
• Step 3: Scaling using standard scalar (1 point)
• Step 4: Modelling with k-mean and Hierarchical Clustering (2 points)
• Step 5: Find and optimal number of cluster. (1 point)
• Step 6: Discuss your finding for each steps (2 points)
• Plot elbow and use dendrogram to show cluster relationship(extra credit 2 points)
• Dataset link: https://www.kaggle.com/datasets/lucasturtle/national-anthems-of-the-world