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Clustering Evolving Data Streams

· 6 min read
Jagan Shanmugam
Machine Learning Engineer & Data Scientist

Clustering evolving data streams is one of those topics that sits right at the intersection of machine learning, big data, and real-time analytics. With the explosion of data from IoT devices, social media, and continuous sensors, we're not just dealing with big data - we're dealing with fast data that never stops coming. In this post, I'll walk through the core ideas behind clustering evolving data streams, the unique challenges, and some of the leading algorithms and concepts in this space.