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You're reading from  R Machine Learning Projects

Product typeBook
Published inJan 2019
Reading LevelExpert
PublisherPackt
ISBN-139781789807943
Edition1st Edition
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Dr. Sunil Kumar Chinnamgari
Dr. Sunil Kumar Chinnamgari
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Dr. Sunil Kumar Chinnamgari

Dr. Sunil Kumar Chinnamgari has a Ph.D. in computer science and specializes in machine learning and natural language processing. He is an AI researcher with more than 14 years of industry experience. Currently, he works in the capacity of lead data scientist with a US financial giant. He has published several research papers in Scopus and IEEE journals and is a frequent speaker at various meetups. He is an avid coder and has won multiple hackathons. In his spare time, Sunil likes to teach, travel, and spend time with family.
Read more about Dr. Sunil Kumar Chinnamgari

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Understanding customer segmentation

Customer segmentation, or market segmentation, at a basic level, is the partitioning of a broad range of potential customers in a given market into specific subgroups of customers, where each of the subgroups contains customers that share certain similarities. The following diagram depicts the formal definition of customer segmentation where customers are identified into three groups:

Illustration depicting customer segmentation definition

Customer segmentation needs the organizations to gather data about customers and analyze it to identify patterns that can be used to determine subgroups. The segmentation of customers could be achieved through multiple data points related to customers. The following are some of the data points:

  • Demographics: This data point includes race, ethnicity, age, gender, religion, level of education, income, life...
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R Machine Learning Projects
Published in: Jan 2019Publisher: PacktISBN-13: 9781789807943

Author (1)

author image
Dr. Sunil Kumar Chinnamgari

Dr. Sunil Kumar Chinnamgari has a Ph.D. in computer science and specializes in machine learning and natural language processing. He is an AI researcher with more than 14 years of industry experience. Currently, he works in the capacity of lead data scientist with a US financial giant. He has published several research papers in Scopus and IEEE journals and is a frequent speaker at various meetups. He is an avid coder and has won multiple hackathons. In his spare time, Sunil likes to teach, travel, and spend time with family.
Read more about Dr. Sunil Kumar Chinnamgari