Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery, and more (Record no. 200850)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02276nam a2200289 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260723125925.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260723b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789352138333 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781492039839 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 570.285 RAM-D |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Ramsundar, Bharath, |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning for the life sciences : applying deep learning to genomics, microscopy, drug discovery, and more |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Sebastopol, California : |
| Name of publisher | O'Reilly Media, |
| Year of publication | 2019. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Mumbai; |
| Name of publisher | Shroff Publishers & Distributors Pvt. Ltd., |
| Year of publication | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | x, 222p. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Explains deep learning techniques and their applications in genomics, microscopy, drug discovery, computational biology, and other life science disciplines.<br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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/><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 medicine--an example that represents one of science's greatest challenges.<br/><br/>Learn the basics of performing machine learning on molecular data<br/>Understand why deep learning is a powerful tool for genetics and genomics<br/>Apply deep learning to understand biophysical systems<br/>Get 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 | Life science |
| General subdivision | Artificial intelligence. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Machine learning. |
| 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 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books and Monographs |
| Full call number | Accession Number | Koha item type | Lost status | Damaged status | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price |
|---|---|---|---|---|---|---|---|---|---|---|
| 570.285 RAM-D | 103090 | Books and Monographs | Central Library, NIT Jalandhar | Central Library, NIT Jalandhar | General Stacks | 23.07.2026 | New Delhi, Techniz Books International | 950.00 |