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Shows how innovation in computer vision methods can markedly lower the costs of using... Læs mere
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For advanced students of network data science, this compact account covers both well-established methodology and the theory of models recently introduced in the... Læs mere
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Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligences. This book provides the most recent advances in the field along with case studies and real-world examples.
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Now in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods.
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Intermediate-Advanced user level
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This is a guide for data scientists who want to use feature engineering to improve the performance of their machine learning solutions. The... Læs mere
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This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With some Python experience and a basic understanding of machine learning, you'll learn how to build and deploy real-world NLP applications in your organization.
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Offers researchers and teachers an introduction to clustering, which is a prominent class of unsupervised machine learning... Læs mere
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This is the first comprehensive overview of the exciting field of the 'science of science'. With anecdotes and detailed, easy-to-follow explanations of... Læs mere