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This is the first rigorous, self-contained treatment of the theory of deep learning. Aimed at scientists, instructors, and students interested in artificial intelligence and... Læs mere
A practical introduction to setting up and conducting environmental research projects, with advice on how to effectively read scientific papers, develop... Læs mere
Data Science and Analytics explores the application of big data and business analytics by academics, researchers, industrial experts, policy makers and practitioners, helping the reader to understand how big data can be efficiently utilized in better managerial applications.
Statistical graphing was born in the seventeenth century as a scientific tool, but it quickly escaped all disciplinary bounds. Today graphics are ubiquitous in... Læs mere
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
This compendium provides a comprehensive collection of the emergent applications of big data, machine learning, and... Læs mere
Provides an important framework for data analysts in assessing the quality of data and its potential to provide meaningful... Læs mere
The essential textbook on agent-based modeling-now fully updated and expandedAgent-Based and Individual-Based Modeling... Læs mere