How the western culture affects the contemporary India?
The K-means algorithm partitions a dataset into K clusters by minimizing the variance within each cluster. It works by iteratively assigning data points to the nearest cluster centroid, then recalculating the centroids based on the new cluster members. The process repeats until the centroids stabiliRead more
The K-means algorithm partitions a dataset into K clusters by minimizing the variance within each cluster. It works by iteratively assigning data points to the nearest cluster centroid, then recalculating the centroids based on the new cluster members. The process repeats until the centroids stabilize.
Applications of K-means:
- Customer Segmentation: Grouping customers based on purchasing behavior.
- Image Compression: Reducing the number of colors in an image.
- Anomaly Detection: Identifying unusual data points.
- Document Clustering: Grouping similar documents for information retrieval.
Its simplicity and scalability make K-means popular for various clustering tasks.
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Answer of How Western culture affects contemporary India in 5 simple points: Lifestyle: Western influences are evident in fashion trends, food habits (fast food, global cuisine), and a growing emphasis on individualism. Media and Entertainment: Bollywood movies reflect Western influences, andRead more
Answer of How Western culture affects contemporary India in 5 simple points: