Hands-on machine learning with scikit-learn and tensorflow: concepts, tools, and techniques to build intelligent systems/ (Record no. 198762)
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| 000 -LEADER | |
|---|---|
| fixed length control field | a |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789352139057 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781492032649 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | CUS |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | GER/H |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Geron, Aurelien |
| 245 ## - TITLE STATEMENT | |
| Title | Hands-on machine learning with scikit-learn and tensorflow: concepts, tools, and techniques to build intelligent systems/ |
| Statement of responsibility, etc. | Aurelien Geron |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc. | Kolkata: |
| Name of publisher, distributor, etc. | Shroff Publishers, |
| Date of publication, distribution, etc. | 2019. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxv, 819 p. : |
| Other physical details | col. ill. ; |
| Dimensions | 24 cm. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | The fundamentals of machine learning --<br/>The machine learning landscape --<br/>End-to-end machine learning project --<br/>Classification --<br/>Training models --<br/>Support vector machines --<br/>Decision trees --<br/>Ensemble learning and random forests --<br/>Dimensionality reduction --<br/>Neural networks and deep learning --<br/>Up and running with TensorFlow --<br/>Introduction to artificial neural networks --<br/>Training deep neural nets --<br/>Distributing TensorFlow across devices and servers --<br/>Convolutional neural networks --<br/>Recurrent neural networks --<br/>Autoencoders --<br/>Reinforcement learning --<br/>Exercise solutions --<br/>Machine learning project checklist --<br/>SVM dual problem --<br/>Autodiff --<br/>Other popular ANN architectures |
| 650 ## - SUBJECT | |
| Keyword | Machine learning |
| 650 ## - SUBJECT | |
| Keyword | Artificial intelligence |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | General Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Full call number | Accession number | Date last seen | Copy number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 1820.00 | 006.31 GER/H | 48042 | 06/02/2020 | C1 | General Books | ||||
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 1820.00 | 006.31 GER/H | 48043 | 06/02/2020 | C2 | General Books | ||||
| Central Library, Sikkim University | Central Library, Sikkim University | General Book Section | 06/02/2020 | 1820.00 | 006.31 GER/H | 48044 | 06/02/2020 | C 3 | General Books |