Deep learning for the life sciences : (Record no. 65259)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02038nam a22002417a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200604b2019 ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352138333 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570 RAM-B |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ramsundar, Bharath |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning for the life sciences : |
| Remainder of title | applying deep learning to genomics, microscopy, drug discovery, and more / |
| Statement of responsibility, etc. | Bharath Ramsundar...[et.al.,] |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | India |
| Name of publisher, distributor, etc. | Shroff Publishers |
| Date of publication, distribution, etc. | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 222 p |
| 365 ## - TRADE PRICE | |
| Price type code | INR |
| Price amount | 222 p. |
| 500 ## - GENERAL NOTE | |
| General note | All Indian reprints of O'Reilly are printed in grayscale.<br/>deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the life Sciences in particular. This practical book teaches developers and scientists how to use deep learning for genomics, Chemistry, Biophysics, microscopy, medical analysis, and other fields.<Br> ideal for practicing developers and scientists ready to apply their skills to scientific applications such as Biology, genetics, and drug discovery, this book introduces several deep network primitives. You’ll follow a case study on the problem of designing new therapeutics that ties together Physics, Chemistry, Biology, and medicinal example that represents one of science greatest challenges. <Br><br/>Learn the basics of performing machine learning on molecular data <understand why deep learning is a powerful tool for genetics and genomic<br/>Apply deep learning to understand Biophysical systems <beget a brief introduction to machine learning with deepchem<br/>Use deep learning to analyze microscopic images<br/>Analyze medical scans using deep learning techniques<br/>Learn about variational autoencoders and generative adversarial networks<br/>Interpret what your model is doing and how it’s working </br>. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Life sciences--Data processing |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Mathematics |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Science |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Eastman, Peter |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Walters, Patrick |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pande, Vijay |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| Withdrawn status | |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | 570 | BITS Pilani Hyderabad | BITS Pilani Hyderabad | General Stack (For lending) | 04/06/2020 | 850.00 | 570 RAM-B | 41082 | 13/07/2024 | 04/06/2020 | Books |