Data science for genomics / (Record no. 6784)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02223nam a22002777a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250618152923.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250618b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780323983525 |
| Qualifying information | (paperback) |
| 040 ## - CATALOGING SOURCE | |
| Description conventions | rda |
| Original cataloging agency | Sai University Library |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Edition number | 23 |
| Classification number | 572.86028557 |
| Item number | ABR |
| 245 00 - TITLE STATEMENT | |
| Title | Data science for genomics / |
| Statement of responsibility, etc | edited by Amit Kumar Tyagi, Ajith Abraham |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | London : |
| -- | San Diego : |
| Name of publisher, distributor, etc | Academic Press, |
| Date of publication, distribution, etc | [2023] |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | London : |
| -- | San Diego : |
| Name of producer, publisher, distributor, manufacturer | Academic Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2023] |
| -- | ©2023 |
| 336 ## - Content type term (R) | |
| Source (NR) | rdacontent |
| Content type term (R) | text |
| Content type code (R) | txt |
| 337 ## - Media Type (R) | |
| Source (NR) | rdamedia |
| Media type term (R) | unmediated |
| Media type code (R) | n |
| 338 ## - Carrier Type (R) | |
| Source (NR) | rdacarrier |
| Carrier type term (R) | volume |
| Carrier type code (R) | nc |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Data Science for Genomics presents the foundational concepts of data science as they pertain to genomics, encompassing the process of inspecting, cleaning, transforming, and modeling data with the goal of discovering useful information, suggesting conclusions and supporting decision-making. Sections cover Data Science, Machine Learning, Deep Learning, data analysis, and visualization techniques. The authors then present the fundamentals of Genomics, Genetics, Transcriptomes and Proteomes as basic concepts of molecular biology, along with DNA and key features of the human genome, as well as the genomes of eukaryotes and prokaryotes. Techniques that are more specifically used for studying genomes are then described in the order in which they are used in a genome project, including methods for constructing genetic and physical maps. DNA sequencing methodology and the strategies used to assemble a contiguous genome sequence and methods for identifying genes in a genome sequence and determining the functions of those genes in the cell. Readers will learn how the information contained in the genome is released and made available to the cell, as well as methods centered on cloning and PCR. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Genomics |
| General subdivision | Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Molecular biology |
| General subdivision | Data processing |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Tyagi, Amit Kumar |
| Relator term | editor |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abraham, Ajith |
| Relator term | editor |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Table of Contents only |
| Uniform Resource Identifier | <a href="https://www.sciencedirect.com/book/9780323983525/data-science-for-genomics#browse-content">https://www.sciencedirect.com/book/9780323983525/data-science-for-genomics#browse-content</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Books |
| Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Withdrawn status |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sai University Library | Sai University Library | General stacks | 2025-06-18 | 572.86028557 ABR | G2963 | 2025-06-18 | 2025-06-18 | Gifted Books | Dewey Decimal Classification |