Computational Life Sciences

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Computational Life Sciences

Data Engineering and Data Mining for Life Sciences

Computational biology / bioinformatics Databases Artificial intelligence

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Collection: Studies in Big Data

Language: English

Published by: Springer

Published on: 4th March 2023

Format: LCP-protected ePub

ISBN: 9783031084119


Overview

This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can easily be enhanced by good theoretical foundations, developed from well-chosen practical examples and inspiring new strategies.

Approach and Content

This is the innovative approach of Computational Life Sciences-Data Engineering and Data Mining for Life Sciences: We present basic concepts, advanced topics and emerging technologies, introduce algorithm design and programming principles, address data mining and knowledge discovery as well as applications arising from real projects. Chapters are largely independent and often flanked by illustrative examples and practical advise.

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