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This concise book for scientists and students interested in bioinformatics and data... Læs mere
Functional Data Analysis with R presents many ideas for handling functional data including dimension reduction techniques, smoothing, functional regression, structured decompositions of curves and clustering.
This book provides comprehensive research and explores the different applications of data science and machine learning in subsurface engineering.
Foundations of Data Science with Python introduces readers to the fundamentals of data science, including data manipulation and visualization, probability,... Læs mere
This text provides a state-of-the-art treatment of distributional regression, accompanied... Læs mere
This practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional.
The modern world is awash with data. The R Project is a statistical environment and programming language that can help to make sense of it all. This clear and methodical book will help you learn how to use R from the ground up, giving you a start in the world of data science.
An accessible text that provides students and instructors with the data science foundations to address earth science questions using real-world case studies. Focusing on... Læs mere
This accessible guide to data modeling introduces basic probabilistic concepts, gradually building toward state-of-the art data modeling... Læs mere