Marketing Analytics: A Machine Learning Approach

With businesses becoming ever more competitive, marketing strategies need to be more precise and performance oriented.Companies are investing considerably in analytical infrastructure for marketing.This new volume, Marketing Analytics: A Machine Learning Approach, enlightens readers on the application of analytics in marketing and the process of analytics, providing a foundation on the concepts and algorithms of machine learning and statistics.The book simplifies analytics for businesses and explains its uses in different aspects of marketing in a way that even marketers with no prior analytics experience will find it easy to follow, giving them to tools to make better business decisions. This volume gives a comprehensive overview of marketing analytics, incorporating machine learning methods of data analysis that automates analytical model building.The volume covers the important aspects of marketing analytics, including segmentation and targeting analysis, statistics for marketing, m