| 000 -LEADER |
|---|
| fixed length control field |
02856cam a22004337i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
jomaaum |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250705114448.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
240611s2023 caua 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781098151614 |
| 041 ## - Language |
|---|
| Language code of text/sound track or separate title |
eng |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TK5105.8883 |
| Item number |
.T73 2023 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.312 |
| Edition number |
23 |
| Item number |
T772 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tranquillin, Marco, |
| Relator term |
author. |
| 9 (RLIN) |
46577 |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Architecting data and machine learning platforms : |
| Remainder of title |
enable analytics and AI-driven innovation in the cloud / |
| Statement of responsibility, etc |
Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Sebastopol, CA : |
| Name of publisher, distributor, etc |
O'Reilly, |
| Date of publication, distribution, etc |
2024. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xviii, 338 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Modernizing your data platform : an introductory overview -- Strategic steps to innovate with data -- Designing your data team -- A migration framework -- Architecting a data lake -- Innovating with an enterprise data warehouse -- Converging to a lakehouse -- Architectures for streaming -- Extending a data platform using hybrid and edge -- AI application architecture -- Architecting an ML platform -- Data platform modernization : a model case. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks. Authors Marco Tranquillin, Valliappa Lakshmanan, and Firat Tekiner cover the entire data lifecycle from ingestion to activation in a cloud environment using real-world enterprise architectures. You'll learn how to transform, secure, and modernize familiar solutions like data warehouses and data lakes, and you'll be able to leverage recent AI/ML patterns to get accurate and quicker insights to drive competitive advantage. |
| 610 20 - SUBJECT ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
Amazon Web Services (Firm) |
| 9 (RLIN) |
46578 |
|
|---|
| Corporate name or jurisdiction name as entry element |
Amazon Web Services (Firm) |
| Source of heading or term |
fast |
| 9 (RLIN) |
46579 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Web applications |
| General subdivision |
Development. |
| 9 (RLIN) |
46580 |
|
|---|
| Topical term or geographic name as entry element |
Application software |
| General subdivision |
Development. |
|
|---|
| Topical term or geographic name as entry element |
Cloud computing. |
|
|---|
| Topical term or geographic name as entry element |
Computer architecture |
| General subdivision |
Design. |
| 9 (RLIN) |
46581 |
|
|---|
| Topical term or geographic name as entry element |
Artificial intelligence |
| General subdivision |
Data processing. |
| 9 (RLIN) |
46582 |
|
|---|
| Topical term or geographic name as entry element |
Applications Web |
| General subdivision |
D�eveloppement. |
| 9 (RLIN) |
46583 |
|
|---|
| Topical term or geographic name as entry element |
Logiciels d'application |
| General subdivision |
D�eveloppement. |
| 9 (RLIN) |
46584 |
|
|---|
| Topical term or geographic name as entry element |
Infonuagique. |
| 9 (RLIN) |
46585 |
|
|---|
| Topical term or geographic name as entry element |
Intelligence artificielle |
| General subdivision |
Informatique. |
| 9 (RLIN) |
46586 |
|
|---|
| Topical term or geographic name as entry element |
Application software |
| General subdivision |
Development |
| Source of heading or term |
fast |
|
|---|
| Topical term or geographic name as entry element |
Artificial intelligence |
| General subdivision |
Data processing |
| Source of heading or term |
fast |
| 9 (RLIN) |
46587 |
|
|---|
| Topical term or geographic name as entry element |
Cloud computing |
| Source of heading or term |
fast |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Lakshmanan, Valliappa, |
| Relator term |
author. |
| 9 (RLIN) |
46588 |
|
|---|
| Personal name |
Tekiner, Firat, |
| Relator term |
author. |
| 9 (RLIN) |
46589 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Book |
