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Bioinformatik entfesselt: Fortgeschrittene Technik in der Genomischen Datenwissenschaft by Sharma, Srikant

Bioinformatik entfesselt: Fortgeschrittene Technik in der Genomischen Datenwissenschaft

by Srikant Sharma , Raghvendar Singh , Kuljinder Kaur
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Book cover type: Paperback
  • ISBN13: 9786208312336
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 152
  • Original Price: GBP 77.0
  • Language: German
  • Edition: N/A
  • Item Weight: 232 grams
  • BISAC Subject(s): Life Sciences / Biology

Bioinformatik entfesselt: Advanced Techniques in Genomic Data Science erforscht den Schnittpunkt von Biologie und Computerwissenschaften und befasst sich mit den Herausforderungen und Innovationen bei der Analyse genomischer Daten. Da die Menge an biologischen Daten aufgrund der Fortschritte bei den Sequenzierungstechnologien der nächsten Generation exponentiell zunimmt, besteht ein dringender Bedarf an hochentwickelten Analysewerkzeugen und -methoden. Dieses Buch soll Forschern, Studenten und Fachleuten die neuesten Techniken der genomischen Datenanalyse vermitteln, von grundlegenden Algorithmen bis hin zu fortgeschrittenen Anwendungen des maschinellen Lernens. Der Text befasst sich mit verschiedenen Schlüsselbereichen, darunter Genomsequenzierung und -zusammensetzung, Data Mining, funktionelle Genomik und personalisierte Medizin. Durch eine umfassende Untersuchung sowohl theoretischer Konzepte als auch praktischer Anwendungen wird die Bedeutung der interdisziplinären Zusammenarbeit bei der Nutzung der Bioinformatik für wissenschaftliche Entdeckungen hervorgehoben. Darüber hinaus befasst sich das Buch mit den ethischen Implikationen der Genomforschung und der Notwendigkeit einer soliden Datenmanagementpraxis.

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