TY - BOOK AU - Hair, Josheph F. AU - Harrison, Dana E. AU - Ajjan, Haya AU - Adhikari, Atanu TI - Essentials of marketing analytics SN - 9789355327192 U1 - 658.8 PY - 2025/// CY - Chennai PB - McGraw Hill Education (India) Private Limited KW - Marketing N1 - Table of contents: PART 1: OVERVIEW OF MARKETING ANALYTICS AND DATA MANAGEMENT 1. Introduction to Marketing Analytics 2. Data Management PART 2: EXPLORING AND VISUALIZING DATA PATTERNS 3. Exploratory Data Analysis Using Cognitive Analytics 4. Data Visualization PART 3: ANALYTICAL METHODS FOR SUPERVISED LEARNING 5. Regression Analysis 6. Neural Networks 7. Automated Machine Learning PART 4: ANALYTICAL METHODS FOR UNSUPERVISED LEARNING 8. Cluster Analysis 9. Market Basket Analysis PART 5: EMERGING ANALYTICAL APPROACHES 10. Natural Language Processing 11. Social Network Analysis 12. Fundamentals of Digital Marketing Analytics [https://www.mheducation.com/highered/product/Essentials-of-Marketing-Analytics-Hair.html#mh-ecomm-he-product-accordion-34496518-heading-mh-ecomm-accordion-list-9720604b5a] N2 - In the era of Big Data, students must grasp not only the right questions but also the tools to answer them. Essentials of Marketing Analytics provides a comprehensive, readable, and flexible guide for undergraduates and graduates. Coverage includes the most popular analytics software tools, such as Tableau and Python, as well as a variety of analytical techniques, including but not limited to social network analysis, automated machine learning, neural networking and more. Supported by a robust student and learning package via McGraw Hill Connect, Essentials of Marketing Analytics is the most comprehensive, current, adaptable product on the market! (https://www.mheducation.com/highered/product/Essentials-of-Marketing-Analytics-Hair.html#mh-ecomm-he-product-accordion-34496518-heading-mh-ecomm-accordion-list-323cf10a61) ER -