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Practical bioinformatics for beginne...

Tammi, Martti

Practical bioinformatics for beginners: from raw sequence analysis to machine learning applications/

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Practical bioinformatics for beginners: / edited by Lloyd Low, Martti Tammi.
其他題名:	from raw sequence analysis to machine learning applications/
作者:	Low, Lloyd.
其他作者:	Low, Lloyd.
出版者:	New Jersey: World Scientific, : 2023.,
面頁冊數:	xiii, 253 p.: col. ill.; : 24 cm.;
提要註:	"Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, and conservation of species. This incredible tool has become cost-effective. However, it generates a deluge of sequence data that requires efficient analysis. The highly sought-after skills in computational and statistical analyses include machine learning and, are essential for successful research within a wide range of specializations, such as identifying causes of cancer, vaccine design, new antibiotics, drug development, personalized medicine, and increased crop yields in agriculture. This invaluable book provides step-by-step guides to complex topics that make it easy for readers to perform specific analyses, from raw sequenced data to answer important biological questions using machine learning methods. It is an excellent hands-on material for lecturers who conduct courses in bioinformatics and as reference material for professionals. The chapters are standalone recipes making them suitable for readers who wish to self-learn selected topics. Readers gain the essential skills necessary to work on sequenced data from NGS platforms; hence, making themselves more attractive to employers who need skilled bioinformaticians"--
標題:	Bioinformatics. -
ISBN:	9789811258985 (hard) :

Practical bioinformatics for beginners: from raw sequence analysis to machine learning applications/
Low, Lloyd.

Practical bioinformatics for beginners: from raw sequence analysis to machine learning applications/ edited by Lloyd Low, Martti Tammi. - New Jersey: World Scientific, 2023. - xiii, 253 p.: col. ill.; 24 cm.

Includes bibliographical references and index.

Introduction to next generation sequencing technologies / Lloyd Low and Martti T. Tammi -- Primer on Linux / Adeel Malik and Muhammad Farhan Sjaugi -- Inspection of sequence quality / Kwong Qi Bin, Ong Ai Ling, Heng Huey Ying and Martti Tammi.

"Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, and conservation of species. This incredible tool has become cost-effective. However, it generates a deluge of sequence data that requires efficient analysis. The highly sought-after skills in computational and statistical analyses include machine learning and, are essential for successful research within a wide range of specializations, such as identifying causes of cancer, vaccine design, new antibiotics, drug development, personalized medicine, and increased crop yields in agriculture. This invaluable book provides step-by-step guides to complex topics that make it easy for readers to perform specific analyses, from raw sequenced data to answer important biological questions using machine learning methods. It is an excellent hands-on material for lecturers who conduct courses in bioinformatics and as reference material for professionals. The chapters are standalone recipes making them suitable for readers who wish to self-learn selected topics. Readers gain the essential skills necessary to work on sequenced data from NGS platforms; hence, making themselves more attractive to employers who need skilled bioinformaticians"--

ISBN: 9789811258985 (hard) :NT3007

LCCN: 2022022559Subjects--Topical Terms:

219012
Bioinformatics.

Practical bioinformatics for beginners: from raw sequence analysis to machine learning applications/
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245 0 0 $a Practical bioinformatics for beginners: $b from raw sequence analysis to machine learning applications/ $c edited by Lloyd Low, Martti Tammi.
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300 $a xiii, 253 p.: $b col. ill.; $c 24 cm.
504 $a Includes bibliographical references and index.
505 2 # $a Introduction to next generation sequencing technologies / Lloyd Low and Martti T. Tammi -- Primer on Linux / Adeel Malik and Muhammad Farhan Sjaugi -- Inspection of sequence quality / Kwong Qi Bin, Ong Ai Ling, Heng Huey Ying and Martti Tammi.
520 # $a "Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, and conservation of species. This incredible tool has become cost-effective. However, it generates a deluge of sequence data that requires efficient analysis. The highly sought-after skills in computational and statistical analyses include machine learning and, are essential for successful research within a wide range of specializations, such as identifying causes of cancer, vaccine design, new antibiotics, drug development, personalized medicine, and increased crop yields in agriculture. This invaluable book provides step-by-step guides to complex topics that make it easy for readers to perform specific analyses, from raw sequenced data to answer important biological questions using machine learning methods. It is an excellent hands-on material for lecturers who conduct courses in bioinformatics and as reference material for professionals. The chapters are standalone recipes making them suitable for readers who wish to self-learn selected topics. Readers gain the essential skills necessary to work on sequenced data from NGS platforms; hence, making themselves more attractive to employers who need skilled bioinformaticians"-- $c Provided by publisher.
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