000 | 03294nam a22005775i 4500 | ||
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001 | 978-3-031-22206-1 | ||
003 | DE-He213 | ||
005 | 20240207153620.0 | ||
007 | cr nn 008mamaa | ||
008 | 230621s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031222061 _9978-3-031-22206-1 |
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_a570.285 _223 |
245 | 1 | 2 |
_aA Guide to Applied Machine Learning for Biologists _h[electronic resource] / _cedited by Mohammad "Sufian" Badar. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
|
300 |
_aXIV, 262 p. 65 illus., 61 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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500 | _aAcceso multiusuario | ||
505 | 0 | _aBasics of Modern Computer Systems (Unix/Linux Centric) -- The Python Programming Language ( A tool to enter the world of Machine Learning) -- Basic Math -- Introduction to the World of Bioinformatics -- Introduction to Artificial Intelligence & ML -- Fundamentals of ML -- Applications in the field of Bioinformatics -- Case Studies and a Minor Project -- Future Prospects -- Further Readings. | |
520 | _aThis textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment. This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications. | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 | _aBioinformatics. | |
650 | 0 | _aBiology. | |
650 | 0 | _aBiotechnology. | |
650 | 0 | _aMicrobiology. | |
650 | 1 | 4 | _aBioinformatics. |
650 | 2 | 4 | _aBiological Sciences. |
650 | 2 | 4 | _aBiotechnology. |
650 | 2 | 4 | _aMicrobiology. |
700 | 1 |
_aBadar, Mohammad "Sufian". _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031222054 |
776 | 0 | 8 |
_iPrinted edition: _z9783031222078 |
776 | 0 | 8 |
_iPrinted edition: _z9783031222085 |
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-22206-1 |
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