Machine Learning Operations (MLOps) with Vertex AI: Manage Features

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Machine Learning Operations (MLOps) with Vertex AI: Manage Features

Coursera · Beginner ·☁️ DevOps & Cloud ·3mo ago

Key Takeaways

Demonstrates Machine Learning Operations (MLOps) using Vertex AI to manage features and deploy production ML systems on Google Cloud

Original Description

This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Learners will get hands-on practice using Vertex AI Feature Store's streaming ingestion at the SDK layer.
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