{"product_id":"machine-learning-and-big-data-enabled-hal-s-alper-9783527354740","title":"Machine Learning and Big Data-Enabled Biotechnology","description":"\u003cp\u003e\u003cb\u003eEnables researchers and engineers to gain insights into the capabilities of machine learning approaches to power applications in their fields\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning and Big Data-enabled Biotechnology\u003c\/i\u003e discusses how machine learning and big data can be used in biotechnology for a wide breadth of topics, providing tools essential to support efforts in process control, reactor performance evaluation, and research target identification. \u003c\/p\u003e\u003cp\u003eTopics explored in \u003ci\u003eMachine Learning and Big Data-enabled Biotechnology\u003c\/i\u003e include: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDeep learning approaches for synthetic biology part design and automated approaches for GSM development from DNA sequences\u003c\/li\u003e \u003cli\u003eDe novo protein structure and design tools, pathway discovery and retrobiosynthesis, enzyme functional classifications, and proteomics machine learning approaches\u003c\/li\u003e \u003cli\u003eMetabolomics big data approaches, metabolic production, strain engineering, flux design, and use of generative AI and natural language processing for cell models\u003c\/li\u003e \u003cli\u003eAutomated function and learning in biofoundries and strain designs\u003c\/li\u003e \u003cli\u003eMachine learning predictions of phenotype and bioreactor performance\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eMachine Learning and Big Data-enabled Biotechnology\u003c\/i\u003e earns a well-deserved spot on the bookshelves of reaction, process, catalytic, and environmental engineers seeking to explore the vast opportunities presented by rapidly developing technologies.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Hal S. Alper\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3527354743\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783527354740\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-Vch\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/11\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 432\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.94d\u003c\/p\u003e","brand":"Hal S. Alper","offers":[{"title":"Hardcover","offer_id":49148379234559,"sku":"9783527354740","price":185.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-and-big-data-enabled-hal-s-alper-9783527354740","provider":"WR Book House","version":"1.0","type":"link"}