News

[Tech Blog] Online Inference Using Vertex AI Models / Endpoints on Early Phase of Machine learning Introduction

Hi, I'm Naoki Komoto (河本 直起) working as Machine Learning Engineer in AnyMind. In AnyMind, we are developing our MLOps environment from scratch. In previous articles, we have introduced our efforts to create an MLOps environment such as data pipeline and model training pipeline. This time, we would like to introduce our online prediction infrastructure using Vertex Pipelines (Kubeflow) and Vertex AI Models / Endpoints, which we have been taking during the early phase of machine learning introduction. Background As mentioned in the article about the m