MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02802nam a22002537a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20251012155600.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
251012b |||||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9783031591716 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.31 |
| Item number |
GUP |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Introduction to machine learning with security: |
| Remainder of title |
theory and practice using python in the cloud |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Cham |
| Name of publisher, distributor, etc. |
Springer |
| Date of publication, distribution, etc. |
2025 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxviii, 492 p. |
| 365 ## - TRADE PRICE |
|---|
| Price type code |
INR |
| Price amount |
3410.19 |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
Synthesis Lectures on Engineering, Science, and Technology (SLEST) |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Table of contents:<br/>Front Matter<br/>Pages i-xxviii<br/>Download chapter PDF <br/>Theory<br/>Front Matter<br/>Pages 1-1<br/>Download chapter PDF <br/>Machine Learning Concepts<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 3-44<br/>Machine Learning Algorithms<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 45-176<br/>Deep Learning and Cloud Computing<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 177-199<br/>Cloud Computing Concepts<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 201-214<br/>Information Security and Cloud Computing<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 215-228<br/>Trust and Security in a Cloud Environment<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 229-246<br/>Hardware Based AI and ML<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 247-270<br/>Hardware Based Security<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 271-277<br/>Practices<br/>Front Matter<br/>Pages 279-279<br/>Download chapter PDF <br/>Practical Aspects in Machine Learning<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 281-330<br/>Analytics in the Cloud<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 331-350<br/>Healthcare in the Cloud: A Few Case Studies<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 351-370<br/>Evolution and Risks of LLMs<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 371-379<br/>Machine Learning Operations<br/>Pramod Gupta, Naresh Kumar Sehgal, John M. Acken<br/>Pages 381-413<br/><br/>[https://link.springer.com/book/10.1007/978-3-031-59170-9] |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
This book provides an introduction to machine learning, security and cloud computing, from a conceptual level, along with their usage with underlying infrastructure. The authors emphasize fundamentals and best practices for using AI and ML in a dynamic infrastructure with cloud computing and high security, preparing readers to select and make use of appropriate techniques. Important topics are demonstrated using real applications and case studies. <br/><br/>(https://link.springer.com/book/10.1007/978-3-031-59170-9) |
| 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 |
Cloud computing |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Gupta, Pramod [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sehgal, Naresh Kumar [Editor] |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Acken, John M. [Editor] |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
