PART ONE: OVERVIEW OF MARKETING ANALYTICS AND DATA MANAGEMENT Chapter 1: Introduction to Marketing Analytics Chapter 2: Data Management PART TWO: EXPLORING AND VISUALIZING DATA PATTERNS Chapter 3: Exploratory Data Analysis Using Cognitive Analytics Chapter 4: Data Visualization PART THREE: ANALYTICAL METHODS FOR SUPERVISED LEARNING Chapter 5: Regression Analysis Chapter 6: Neural Networks Chapter 7: Automated Machine Learning PART FOUR: ANALYTICAL METHODS FOR UNSUPERVISED LEARNING Chapter 8: Cluster Analysis Chapter 9: Market Basket Analysis PART FIVE: EMERGING ANALYTICAL APPROACHES Chapter 10: Natural Language Processing - Text Mining and Sentiment Analysis Chapter 11: Social Network Analysis Chapter 12: Web Analytics
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