Kniha Machine Learning and Big Data-enabled Biotechnology Hal S. Alper

Machine Learning and Big Data-enabled Biotechnology

Autor: Hal S. Alper
Jazyk: Angličtina
Vazba: Pevná
Vydavatel: Wiley-VCH GmbH
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
3 513
The book discusses how Machine Learning and Big Data is and can be used in biotechnology for a wide...

Informace o knize

Autor
Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2026
Stránek
432
EAN
9783527354740
ISBN
3527354743
Enbook ID
49249671
Vydavatel
Hmotnost
961
Rozměry
170 x 244

Kompletní popis

The book discusses how Machine Learning and Big Data is and can be used in biotechnology for a wide breath of topics. It is separated
into three main parts, with the first covering DNA and ranging from ?synthetic biology part design (such as promoters)? to ?predictions from genome sequences?. The second part concerns proteins, with topics ranging from ?structure and design tools? to ?pathway discovery / retrobiosynthesis?, while the last part covers whole cells and ranges from ?Machine Learning approaches for gene expression? to ?Machine Learning predictions of phenotype and bioreactor performance?

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