Deep learning (Record no. 14625)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01758nam a22002057a 4500 |
| 005 - DATE & TIME | |
| control field | 20260324130118.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260324b |||||||| |||| 00| 0 eng d |
| 020 ## - ISBN | |
| International Standard Book Number | 9789366606606 |
| Price | 725.00 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | S.X.U.K |
| 041 ## - Language | |
| Language | English |
| 082 ## - DDC NUMBER | |
| Classification number | R 006.31 RAM(DEP) |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ramalakshmi, R. |
| 245 ## - TITLE STATEMENT | |
| Title | Deep learning |
| Sub Title | : algorithms and applications |
| Statement of responsibility | R. Ramalakshmi, T. Marimuthu, Vaibhav Gandhi |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Delhi |
| Name of publisher, distributor, etc | Cengage |
| Date of publication, distribution, etc | c2026 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Pages | various pages |
| Other Details | P.B. |
| 500 ## - GENERAL NOTE | |
| General note | Part I Foundations<br/><br/>1. Introduction to Deep Learning<br/><br/>2. Machine Learning Fundamentals<br/><br/>3. Mathematical Building Blocks<br/><br/>Part II Deep Learning Models<br/><br/>4. Artificial Neural Network (ANN)<br/><br/>5. Convolutional Neural Network (CNN)<br/><br/>6. Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM)<br/><br/>7. Gated Recurrent Unit (GRU) and Generative Adversarial Networks (GANs)<br/><br/>8. Optimization Algorithms and Regularization Techniques<br/><br/>Part III Advanced Techniques in Deep Learning<br/><br/>9. Auto Encoders, Attention Mechanisms, and Transformers<br/><br/>10. Reinforcement Learning (RL) and Deep Q-Network (DQN)<br/><br/>11. Neural Architecture Search (NAS) and Automated Machine Learning (AutoML)<br/><br/>Part IV Deep Learning Frameworks and Tools<br/><br/>12. Popular Deep Learning Frameworks and Libraries<br/><br/>Part V Ethical and Social Implications of Deep Learning<br/><br/>13. Bias, Fairness, Data Protection, and Ethical Challenges in DL Models<br/><br/>Part VI Deep Learning Applications and Future Trends<br/><br/>14. DL Applications in Computer Vision, NLP, Recommender Systems, and Time-series<br/><br/>15. Challenges, Opportunities and Future Research Trends |
| 650 ## - Subject | |
| Subject | Machine learning |
| 700 ## - Added Entry Personal Name | |
| Relator Code | auth. |
| Added Entry Personal Name | R. Ramalakshmi, T. Marimuthu, Vaibhav Gandhi |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | MBA Referance |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Koha collection | Location (home branch) | Sublocation or collection (holding branch) | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Serial Enumeration / chronology | Koha issues (times borrowed) | Koha full call number | Barcode (Accession No.) | Koha date last seen | Copy Number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Not For Loan | Reference | St. Xavier's University, Kolkata | St. Xavier's University, Kolkata | Reference Section | 03/24/2026 | Any Book Supply | 725.00 | S.X.U.K | R 006.31 RAM(DEP) | UM5717 | 03/24/2026 | 5717 | 03/24/2026 | MBA Referance | ||||
| Dewey Decimal Classification | St. Xavier's University, Kolkata | St. Xavier's University, Kolkata | Lending Section | 03/24/2026 | Any Book Supply | 725.00 | S.X.U.K | 006.31 RAM(DEP) | M5718 | 03/24/2026 | 5718 | 03/24/2026 | MBA - Masters on Business Administration | ||||||
| Dewey Decimal Classification | St. Xavier's University, Kolkata | St. Xavier's University, Kolkata | Lending Section | 03/24/2026 | Any Book Supply | 725.00 | S.X.U.K | 006.31 RAM(DEP)C1 | M5719 | 03/24/2026 | 5719 | 03/24/2026 | MBA - Masters on Business Administration | ||||||
| Dewey Decimal Classification | St. Xavier's University, Kolkata | St. Xavier's University, Kolkata | Lending Section | 03/24/2026 | Any Book Supply | 725.00 | S.X.U.K | 006.31 RAM(DEP)C2 | M5720 | 03/24/2026 | 5720 | 03/24/2026 | MBA - Masters on Business Administration | ||||||
| Dewey Decimal Classification | St. Xavier's University, Kolkata | St. Xavier's University, Kolkata | Lending Section | 03/24/2026 | Any Book Supply | 725.00 | S.X.U.K | 006.31 RAM(DEP)C3 | M5721 | 03/24/2026 | 5721 | 03/24/2026 | MBA - Masters on Business Administration |