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Build, Train, and Deploy your Machine Learning Models with Google AutoML

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Astro + Google AutoML

Train high-quality custom machine learning (ML) models requiring minimal ML expertise with Google AutoML and Astro, the modern data orchestration platform powered by Apache Airflow. Automate repeated training and testing of your AutoML machine learning models as part of your Astro data pipelines by using more than 10 specialized Airflow operators from the Google provider package.

Google AutoML

About Google AutoML

Choose from various high-quality ML models in areas like image classification, NLP, and forecasting with Google AutoML. Use Astro to automate operations on your machine learning models depending on events in your whole data ecosystem to reach new levels of automation through easily maintainable and scalable pipelines.


Use Case

ML is becoming more accessible thanks to tools like Google AutoML, which lets people with limited ML experience build, train, and deploy models. Astro is the perfect tool to schedule all your AutoML jobs, giving you a central place to train state-of-the-art ML models while also profiting from next-generation DAG authoring tools.

See Astro in Action: Get a demo that’s customized around your unique data orchestration workflows and pain points.

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