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CI/CD for TFX Pipelines with Vertex and AI Platform
Oct. 19, 2022, 2:55 p.m. | Artur Lunardi Di Fante
Towards Data Science - Medium towardsdatascience.com
Deploy a TFX Pipeline with Vertex Pipelines, serve your model on AI Platform, monitor your requests and build a CI/CD pipeline to scale your system
Photo by Ricardo Gomez Angel on Unsplash1. Introduction
This article is the second of two parts, the first part is available at Sentiment Analysis with TFX Pipelines — Local Deploy. In the first part, we discussed how to develop the pipeline locally, in addition to showing the process of building a sentiment analysis …
ai platform ci-cd-pipeline machine learning pipelines platform tfx vertex-ai
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