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Productionizing AI: How to Deliver AI B2B Solutions with Cloud and Python
book

Productionizing AI: How to Deliver AI B2B Solutions with Cloud and Python

by Barry Walsh
December 2022
Intermediate to advanced content levelIntermediate to advanced
390 pages
8h 26m
English
Apress
Content preview from Productionizing AI: How to Deliver AI B2B Solutions with Cloud and Python
© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023
B. WalshProductionizing AIhttps://doi.org/10.1007/978-1-4842-8817-7_9

9. Deploying an AI Solution (Productionizing and Containerization)

Barry Walsh1  
(1)
Ely, UK
 

Productionizing an AI model is not easy. Many AI projects get stuck at Proof of Concept (PoC) phase, with Gartner suggesting 50% of IT leaders will struggle to move their AI projects past demo/prototype and into production. There is often organizational confusion between the two aims of creating a POC and a production-grade Enterprise AI solution, partly from the lack of expertise from the rest of the business. There is no point, after all, in productionizing if the rest of the workforce isn’t, at ...

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Publisher Resources

ISBN: 9781484288177Purchase LinkPublisher Website