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@@ -14,7 +14,7 @@ Problem Statement: Implement K-Means clustering/ hierarchical clustering on `sal
3. Select numerical features for clustering 3. Select numerical features for clustering
4. Standarize data 4. Standarize data
5. K-Means clustering 5. K-Means clustering
6. Hierarcial clustering 6. Hierarchical clustering
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@@ -91,7 +91,7 @@ print("\nK-Means Cluster Centers:\n", kmeans.cluster_centers_)
print("\nCluster counts:\n", df['KMeans_Cluster'].value_counts()) print("\nCluster counts:\n", df['KMeans_Cluster'].value_counts())
``` ```
### 6. Hierarchial clustering: ### 6. Hierarchical clustering:
```python3 ```python3
# Create linkage matrix # Create linkage matrix
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@@ -54,6 +54,8 @@ This repository contains vital resources for the Machine Learning course under t
### [IN-SEM PYQ Answers](Notes/IN-SEM%20PYQ%20Answers) ### [IN-SEM PYQ Answers](Notes/IN-SEM%20PYQ%20Answers)
### [END-SEM PYQ Answers](Notes/END-SEM%20PYQ%20Answers)
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## Miscellaneous ## Miscellaneous