Tag: Clustering
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Clustering and PCA in Python: Unsupervised Learning on Real Data (Data Science Series, Part 13)
K means and principal component analysis on the same 486 row churn frame we have modelled since Part 6. Real silhouette scores, four profiled segments, and an honest test of whether cluster labels help a classifier at all.
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About the Author
Dr Pranay Jha
Dr. Pranay Jha is a Cloud and AI Consultant with 18+ years of experience in hybrid cloud, virtualization, and enterprise infrastructure transformation. He specializes in VMware technologies, multi-cloud strategy, and Generative AI solutions. He holds a PhD in Computer Applications with research focused on Cloud and AI, has published multiple research papers, and has been a VMware vExpert since 2016 and a VMUG Community Leader.
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