Essential Data Analytics, Data Science, and AI: A Practical Guide for a Data-Driven World

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

M. AttobrahEssential Data Analytics, Data Science, and AIhttps://doi.org/10.1007/979-8-8688-1070-1_8

8. Where Machine Learning Models Live

Maxine Attobrah¹  

(1)

New York, NY, USA

 

When creating an AI-driven product, you need to decide where the machine learning model and information needed to make predictions or decisions will come together and then how you will send those outputs back to the end user. One option is to have the machine learning model live directly on the user’s device. If you do this, you will need to think about how to keep the model updated for all users. Another option is to have the model work in the cloud. In this case, you will need to ...