© 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_2

2. AI Best Practice and DataOps

Barry Walsh1  
(1)
Ely, UK
 

We ran through in the first chapter the key themes for productionizing AI today. Before we proceed into an exhaustive look at data ingestion and techniques and tools for building an AI application, it's important to establish a framework for success.

That framework starts with a step-back and a “top-down” understanding of the wider context for AI, key stakeholders, business/organizational process methodologies, the importance of collaboration and stakeholder consensus, adaptability and reuse as well as best practice in delivering high-performance ...

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