Clustering Algorithms

Clustering algorithms are techniques used to group similar items together based on their characteristics. Imagine sorting a mix of fruits: you might group apples, oranges, and bananas separately. Similarly, clustering algorithms analyze data points, finding patterns to create these groups. This can be applied in many areas, such as organizing customer data, segmenting website visitors by behavior, or even identifying different species of plants. By clustering, we can better understand complex data by breaking it down into manageable, meaningful categories without prior knowledge of the groups involved.