Overview: The purpose of this assignment is to explore the current challenges, trends, and tools that are associated with the process of conducting a cluster analysis.

Three pages APA format. Two journal article references, In-Text Citations.

Topic: Cluster analysis: challenges, trends, and tools

Overview: The purpose of this assignment is to explore the current challenges, trends, and tools that are associated with the process of conducting a cluster analysis.

Primary challenges: Describe and explain one or two of the primary challenges associated with data clustering techniques that the modern organization or data scientist faces in the current data mining environment.

Current trends: Describe one current trend in data science that can help organizations overcome today’s data clustering challenges.

DM tools and real-world scenario: Describe one tool that can support the process of data clustering and provide a real-world example or scenario where this tool has helped an organization overcome their data clustering challenges.