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Informative Article | Engineering Science | India | Volume 11 Issue 8, August 2022 | Popularity: 4.3 / 10

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Serverless Machine Learning Solution Using Vertex AI in Google Cloud

Venkata Soma

Abstract: This study has analysed serverless machine learning solutions using Vertex AI within Google Cloud, special focus has been given to the sports sector. Serverless computing has appeared as a significant paradigm for deploying and building models using machine learning in the cloud. This research also analyses the notion of serverless machine learning within its transformative influence on the deployment and development of artificial models. Developers and data scientists can concentrate on training and building machine learning models with serverless platforms. It has different advantages such as cost - effectiveness, and scalability to overall operations. It can be concluded that the prime characteristics of Vertex AI encompass a unique workflow that brings different pre - trained models, APIs, and machine learning tools to swift incorporation with Google Cloud services.

Keywords: Cloud Computing, Vertex AI, Model Deployment, Serverless Machine Learning, Scalability, Artificial Intelligence Models, and Serverless Platforms

Edition: Volume 11 Issue 8, August 2022

Pages: 1534 - 1538

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