MARC details
| 000 -LEADER |
|---|
| fixed length control field |
01621nam a22002657i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250722113258.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
250722s |||ao||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789389898507 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
EG-GaU |
| Transcribing agency |
EG-GaU |
| Modifying agency |
EG-GaU |
| Description conventions |
rda |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Edition number |
23 |
| Classification number |
006.3 |
| Item number |
c.a.c. |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Choudhury, Aniruddha, |
| Relator term |
author. |
| 9 (RLIN) |
60426 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Continuous machine learning with Kubeflow : |
| Remainder of title |
performing reliable MLOps with capabilities of TFX, Sagemaker and Kubernetes / |
| Statement of responsibility, etc. |
Aniruddha Choudhury. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
New Delhi : |
| Name of producer, publisher, distributor, manufacturer |
BPB Publications, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
330 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
20 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| Content type term |
text |
| Content type code |
txt |
| 337 ## - MEDIA TYPE |
|---|
| Source |
rdamedia |
| Media type term |
unmediated |
| Media type code |
n |
| 338 ## - CARRIER TYPE |
|---|
| Source |
rdacarrier |
| Carrier type term |
volume |
| Carrier type code |
nc |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references.<br/> |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction to Kubeflow & Kubernetes cloud architecture ‡ 2. Developing Kubeflow pipeline in GCP ‡ 3. Designing computer vision model in Kubeflow ‡ 4. Building TFX pipeline ‡ 5. ML model explainability & interpretability ‡ 6. Building Weights & Biases pipeline development ‡ 7. Applied ML with AWS SageMaker ‡ 8. Web app development with Streamlit & Heroku.<br/> |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Practical guide to deploying and managing continuous ML pipelines using Kubeflow on Kubernetes. Covers TFX, SageMaker, Explainable AI, and cloud deployments with Docker, GCP, AWS, and Heroku. Ideal for MLOps/devops engineers and data scientists. :contentReference[oaicite:1]{index=1}<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Machine learning |
| General subdivision |
Implementation. |
| 9 (RLIN) |
60427 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Books |