Machine Learning and Big Data-enabled Biotechnology
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Beschreibung
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?
Autor*in
Hal S. Alper
Themen in »Machine Learning and Big Data-enabled Biotechnology«
Artificial Intelligence Biotechnologie i. d. Biowissenschaften Biotechnologie i. d. Chemie Biotechnology Biowissenschaften Chemie Chemistry Computer Science Informatik Künstliche Intelligenz Life Sciences