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Bioinformatica scatenata: Tecniche avanzate nella scienza dei dati genomici by Sharma, Srikant

Bioinformatica scatenata: Tecniche avanzate nella scienza dei dati genomici

by Srikant Sharma , Raghvendar Singh , Kuljinder Kaur
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Book cover type: Paperback
  • ISBN13: 9786208312428
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edizioni Sapienza
  • Publisher Imprint: Edizioni Sapienza
  • Publication Date:
  • Pages: 144
  • Original Price: GBP 77.0
  • Language: Italian
  • Edition: N/A
  • Item Weight: 223 grams
  • BISAC Subject(s): Life Sciences / Biology

Bioinformatica libera: Advanced Techniques in Genomic Data Science esplora l'intersezione tra biologia e scienza computazionale, affrontando le sfide e le innovazioni nell'analisi dei dati genomici. Poiché il volume dei dati biologici continua ad espandersi in modo esponenziale grazie ai progressi delle tecnologie di sequenziamento di nuova generazione, si avverte l'urgente necessità di strumenti e metodologie analitiche sofisticate. Questo libro si propone di fornire a ricercatori, studenti e professionisti le più recenti tecniche di analisi dei dati genomici, dagli algoritmi fondamentali alle applicazioni avanzate di apprendimento automatico. Il testo approfondisce diverse aree chiave, tra cui il sequenziamento e l'assemblaggio del genoma, il data mining, la genomica funzionale e la medicina personalizzata. Attraverso un esame completo dei concetti teorici e delle applicazioni pratiche, sottolinea l'importanza della collaborazione interdisciplinare nello sfruttamento della bioinformatica per la scoperta scientifica. Inoltre, il libro affronta le implicazioni etiche della ricerca genomica e la necessità di solide pratiche di gestione dei dati.

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