Productionizing AI: (Record no. 694589)
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000 -LEADER | |
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fixed length control field | 02034nam a2200193 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9781484294284 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9781484288160 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 006.3 |
Item number | WAL |
084 ## - OTHER CLASSIFICATION NUMBER | |
Source of Number | Colon Classification |
100 ## - MAIN ENTRY--AUTHOR NAME | |
Personal name | Walsh, Barry |
245 ## - TITLE STATEMENT | |
Title | Productionizing AI: |
Sub Title | How to Deliver AI B2B Solutions with Cloud and Python/ |
Statement of responsibility, etc | Barry Walsh |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Place of publication | California: |
Name of publisher | Apress, |
Year of publication | 2023. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xxv, 373 p. |
520 ## - SUMMARY, ETC. | |
Summary, etc | From the Back Cover<br/>This book is a guide to productionizing AI solutions using best-of-breed cloud services with workarounds to lower costs. Supplemented with step-by-step instructions covering data import through wrangling to partitioning and modeling through to inference and deployment, and augmented with plenty of Python code samples, the book has been written to accelerate the process of moving from script or notebook to app.<br/><br/>From an initial look at the context and ecosystem of AI solutions today, the book drills down from high-level business needs into best practices, working with stakeholders, and agile team collaboration. From there you’ll explore data pipeline orchestration, machine and deep learning, including working with and finding shortcuts using artificial neural networks such as AutoML and AutoAI. You’ll also learn about the increasing use of NoLo UIs through AI application development, industry case studies, and finally a practical guide to deploying containerized AI solutions.<br/><br/>The book is intended for those whose role demands overcoming budgetary barriers or constraints in accessing cloud credits to undertake the often difficult process of developing and deploying an AI solution.<br/><br/>You will:<br/><br/> Develop and deliver production-grade AI in one month<br/> Deploy AI solutions at a low cost<br/> Work around Big Tech dominance and develop MVPs on the cheap<br/> Create demo-ready solutions without overly complex python scripts/notebooks |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Artificial Intelligence |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Python Programming |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Computer Programming Languages |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Book |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home Library | Current Location | Shelving location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type |
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Non-fiction | Dept. of Futures Studies | Dept. of Futures Studies | General Stacks | 01/08/2023 | 006.3 WAL | DFS4615 | 01/08/2023 | Book |