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Shows how innovation in computer vision methods can markedly lower the costs of using... Læs mere
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
Intermediate-Advanced user level
This practical guide shows you how to use the CLI with the bash shell to perform tasks such as data collection and analysis, intrusion detection, reverse engineering, and administration.
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
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
The professional's one-stop guide to this open-source, Java-based big data framework Professional Hadoop is the complete reference and resource for experienced developers looking to employ Apache Hadoop in real-world settings.
This textbook provides a tutorial-based introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The book follows the format of the first edition, but with updates and additions throughout.
This book constitutes the refereed proceedings of the38th European Conference... Læs mere