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Mathematical Methods in Data Science covers a broad range of mathematical tools used in data science, including calculus, linear algebra, optimization, network analysis, probability and differential equations. Based on the authors' recently published and previously unpublished results, this book introduces a new approach based on network analysis to integrate big data into the framework of ordinary and partial differential equations for dataanalysis and prediction. With data science being used in virtually every aspect of our society, the book includes examples and problems arising in data science and the clear explanation of advanced mathematical concepts, especially data-driven differential equations, making it accessible to researchers and graduate students in mathematics and data science. -- ǂc Provided by publisher.
Big data. --- Data sets, Large --- Large data sets --- Data sets --- Big data --- Big Data --- Mathematics. --- Mathematical models.
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Anil K. Gupta, Vijay Govindarajan, and Haiyan Wang are among the most distinguished experts in the field of globalization. In The Quest for Global Dominance they present the lessons from their twenty-year study of over two hundred corporations. They argue that, in order for a company to create and maintain its position as a globally dominant player, executives must ensure that their company leads its industry in the following four essential tasks: Identifying market opportunities worldwide and pursuing them by establishing the necessary presence in all key markets
Comparative advantage (International trade). --- Competition, International. --- Globalization - Economic aspects. --- Industrial management. --- International business enterprises - Management. --- International business enterprises. --- Organizational effectiveness. --- International business enterprises --- Industrial management --- Organizational effectiveness --- Comparative advantage (International trade) --- Globalization --- Competition, International --- Management Styles & Communication --- Management --- Business & Economics --- Economic aspects --- Management. --- Economic aspects. --- International competition --- World economics --- Comparative advantage (Commerce) --- Comparative costs (International trade) --- Business administration --- Business enterprises --- Business management --- Corporate management --- Corporations --- Industrial administration --- Management, Industrial --- Rationalization of industry --- Scientific management --- International relations --- International trade --- War --- Heckscher-Ohlin principle --- International division of labor --- Organization --- Business --- Industrial organization --- E-books
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