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| Title | Marketing Analytics, 2ed |
| Author | Seema Gupta, Avadhoot Jathar |
| ISBN-13 | 9789373320489 |
| Publication | WILEY |
Marketing Analytics offers students, educators, and practitioners a practical guide to applying statistical, machine learning, and generative AI models to marketing decisions. The book serves as a unified reference for key marketing areas such as branding, product development, pricing, marketing mix, and customer journey. It addresses decision-making challenges across several industries, including CPG, hospitality and restaurants, e-commerce, retail, and entertainment. The text highlights trade-offs in inference based on industry-specific data, data limitations, and regulatory norms governing data usage. The book demonstrates use cases with models built using Microsoft Excel, R, and Python—three widely used tools in the analytics industry. In addition, the second edition introduces data visualization as a means of communicating insights and inferences, featuring Microsoft Power BI. Overall, the book provides a comprehensive introduction to making marketing decisions through data and analytics.
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Marketing Analytics offers students, educators, and practitioners a practical guide to applying statistical, machine learning, and generative AI models to marketing decisions. The book serves as a unified reference for key marketing areas such as branding, product development, pricing, marketing mix, and customer journey. It addresses decision-making challenges across several industries, including CPG, hospitality and restaurants, e-commerce, retail, and entertainment. The text highlights trade-offs in inference based on industry-specific data, data limitations, and regulatory norms governing data usage. The book demonstrates use cases with models built using Microsoft Excel, R, and Python—three widely used tools in the analytics industry. In addition, the second edition introduces data visualization as a means of communicating insights and inferences, featuring Microsoft Power BI. Overall, the book provides a comprehensive introduction to making marketing decisions through data and analytics.
Seema Gupta, Avadhoot Jathar is the author of Marketing Analytics, 2ed.
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| Title | Marketing Analytics, 2ed |
| Author | Seema Gupta, Avadhoot Jathar |
| ISBN-13 | 9789373320489 |
| Publication | WILEY |
Marketing Analytics offers students, educators, and practitioners a practical guide to applying statistical, machine learning, and generative AI models to marketing decisions. The book serves as a unified reference for key marketing areas such as branding, product development, pricing, marketing mix, and customer journey. It addresses decision-making challenges across several industries, including CPG, hospitality and restaurants, e-commerce, retail, and entertainment. The text highlights trade-offs in inference based on industry-specific data, data limitations, and regulatory norms governing data usage. The book demonstrates use cases with models built using Microsoft Excel, R, and Python—three widely used tools in the analytics industry. In addition, the second edition introduces data visualization as a means of communicating insights and inferences, featuring Microsoft Power BI. Overall, the book provides a comprehensive introduction to making marketing decisions through data and analytics.