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Computational Life Sciences

Data Engineering and Data Mining for Life Sciences

Specificaties
Paperback, blz. | Engels
Springer International Publishing | e druk, 2024
ISBN13: 9783031084133
Rubricering
Springer International Publishing e druk, 2024 9783031084133
Onderdeel van serie Studies in Big Data
€ 204,99
Levertijd ongeveer 8 werkdagen

Samenvatting

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. 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.

 

Specificaties

ISBN13:9783031084133
Taal:Engels
Bindwijze:paperback
Uitgever:Springer International Publishing

Inhoudsopgave

Interesting Programming Languages used in Life Sciences.- Introduction to Java.-  Basic Data Processing.- Algorithm Design.- Data and Knowledge Management.- Databases and Knowledge Graphs.- Knowledge Discovery and AI approaches for the Life Sciences.- Longitudinal Data.
€ 204,99
Levertijd ongeveer 8 werkdagen

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        Computational Life Sciences