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Essentials of Marketing Analytics cover

Essentials of Marketing Analytics

2024 Release

by Joseph F. Hair, Dana E. Harrison

1st Edition

Publisher: McGraw-Hill Higher Education

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Book Details

Print ISBN9781264686308
eText ISBN9781264263653
PublisherMcGraw-Hill Higher Education
Publishing Year2021
Edition1st Edition
LanguageEnglish

Essentials of Marketing Analytics, 1st Edition, is a textbook designed to instruct undergraduate and graduate students on addressing marketing problems with analytical tools. The volume emphasizes that the starting point in learning analytics involves understanding the primary marketing challenge and identifying the right business questions to ask.

The text addresses foundational topics such as data management, exploratory techniques, and data visualization. It also introduces analytical methods for supervised and unsupervised learning, as well as emerging approaches in digital marketing analytics.

To support academic coursework, the textbook includes a student learning package delivered through the McGraw Hill Connect platform to assist learners throughout their studies.

Table of Contents

  1. PART 1: OVERVIEW OF MARKETING ANALYTICS AND DATA MANAGEMENT

  2. Chapter 1: Introduction to Marketing Analytics

  3. Chapter 2: Data Management

  4. PART 2: EXPLORING AND VISUALIZING DATA PATTERNS

  5. Chapter 3: Exploratory Data Analysis Using Cognitive Analytics

  6. Chapter 4: Data Visualization

  7. PART 3: ANALYTICAL METHODS FOR SUPERVISED LEARNING

  8. Chapter 5: Regression Analysis

  9. Chapter 6: Neural Networks

  10. Chapter 7: Automated Machine Learning

  11. PART 4: ANALYTICAL METHODS FOR UNSUPERVISED LEARNING

  12. Chapter 8: Cluster Analysis

  13. Chapter 9: Market Basket Analysis

  14. PART 5: EMERGING ANALYTICAL APPROACHES

  15. Chapter 10: Natural Language Processing

  16. Chapter 11: Social Network Analysis

  17. Chapter 12: Fundamentals of Digital Marketing Analytics

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