Productionizing AI: (Record no. 694589)

MARC details
000 -LEADER
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
Holdings
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
        Non-fiction Dept. of Futures Studies Dept. of Futures Studies General Stacks 01/08/2023 006.3 WAL DFS4615 01/08/2023 Book