Advanced Deep Learning with TensorFlow 2 and Keras (Record no. 1231)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01524nam a2200277Ia 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781838821654 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.31 |
| Item number | ATI/A |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Atienza Rowel |
| 245 #0 - TITLE STATEMENT | |
| Title | Advanced Deep Learning with TensorFlow 2 and Keras |
| Sub Title | : Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd Ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Mumbai |
| Name of publisher | Packet |
| Year of publication | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xi, 491p. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1 Introducing Advanced Deep Learning with Keras<br/>2 Deep Neural Networks<br/>3 Autoencoders<br/>4 Generative Adversarial Networks (GANs)<br/>5 Improved GANs<br/>6 Disentangled Representation GANs<br/>7 Cross-Domain GANs<br/>8 Variational Autoencoders (VAEs)<br/>9 Deep Reinforcement Learning<br/>10 Policy Gradient Methods<br/>11 Object Detection<br/>12 Semantic Segmentation<br/>13 Unsupervised Learning Using Mutual Information |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | A second edition of the bestselling guide to exploring and mastering deep learning with Keras, updated to include TensorFlow 2.x with new chapters on object detection, semantic segmentation, and unsupervised learning using mutual information |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Advanced Deep Learning with Keras |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Deep Neural Networks |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Autoencoders |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Generative Adversarial Networks (GANs) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Variational Autoencoders (VAEs) |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Deep Reinforcement Learning |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Policy Gradient Methods |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Object Detection |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Semantic Segmentation |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Unsupervised Learning Using Mutual Information |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| IIIT Kottayam Central Library | IIIT Kottayam Central Library | General Stacks | 13/11/2023 | Fipkart Online Faabg2100049816 | 2832.00 | 006.31 ATI/A | 1230 | 13/11/2023 | Books |
