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The Advertising Handbook is a guide that explains modern advertising and marketing practices. It covers topics like the use of 'Big Data' in digital advertising, tracking users for personalized marketing, and the integration of advertising into media content. The book also discusses changes in ad spending across different types of media and the challenges brands face in understanding consumer behavior.