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Bioinformatics Unleashed

Bioinformatics Unleashed

Kuljinder Kaur / Raghvendar Singh / Srikant Sharma

111,22 €
IVA incluido
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2024
Materia
Biologia, ciencias de la vida
ISBN:
9786208312435
111,22 €
IVA incluido
Disponible

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Sobre IBD

Bioinformatics Unleashed: Advanced Techniques in Genomic Data Science bada skrzyżowanie biologii i nauk obliczeniowych, zajmując się wyzwaniami i innowacjami w analizie danych genomowych. Ponieważ ilość danych biologicznych nadal rośnie wykładniczo ze względu na postęp w technologiach sekwencjonowania nowej generacji, istnieje pilna potrzeba zaawansowanych narzędzi analitycznych i metodologii. Niniejsza książka ma na celu wyposażenie naukowców, studentów i profesjonalistów w najnowsze techniki analizy danych genomowych, począwszy od podstawowych algorytmów po zaawansowane aplikacje uczenia maszynowego. Tekst zagłębia się w różne kluczowe obszary, w tym sekwencjonowanie i składanie genomu, eksplorację danych, genomikę funkcjonalną i medycynę spersonalizowaną. Poprzez kompleksowe badanie zarówno koncepcji teoretycznych, jak i praktycznych zastosowań, podkreśla znaczenie interdyscyplinarnej współpracy w wykorzystywaniu bioinformatyki do odkryć naukowych. Dodatkowo, książka odnosi się do etycznych implikacji badań genomicznych i potrzeby solidnych praktyk zarządzania danymi.

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