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Scientific knowledge is doubling every 10 to 15 years worldwide. Who generates this knowledge? Where is... Læs mere
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Large-scale machine learning could prove highly beneficial in the study of earth science, a broad, multidisciplinary field of study that generates huge... Læs mere
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In order to make informed decisions, there are three important elements: intuition, trust, and analytics. These three elements—intuition, analytics, and trust—make a... Læs mere
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We face many environmental, technological, societal and economic challenges. To address these challenges, it is important to deploy... Læs mere
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This book shows how data science methods can improve decision making for wind energy applications. A broad set of data science methods will be covered, and the data science... Læs mere
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This volume brings together research and system designs that address the scientific basis and the practical systems design issues that support areas ranging from intelligent business interfaces and predictive analytics to economics modeling.
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This non-technical guide shows you how to extract significant business value from big data with Ask-Measure-Learn, a system that helps you ask the right questions, measure the right data, and then learn from the results.
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Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles.