In this project, I developed a completed Vertex and Kubeflow pipelines SDK to build and deploy an AutoML / BigQuery ML regression model for online predictions. Using this ML Pipeline, I was able to develop, deploy, and manage the production ML lifecycle efficiently and reliably.
bigquery
machine-learning
google
machine
google-cloud-platform
automl
end-to-end-machine-learning
streamlit
bigqueryml
ml-pipelines
vertex-ai
productionml
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Updated
Dec 5, 2022 - Jupyter Notebook