Machine Learning Operations (MLOps) with Vertex AI: Manage Features
- Offered byCoursera
Machine Learning Operations (MLOps) with Vertex AI: Manage Features at Coursera Overview
Machine Learning Operations (MLOps) with Vertex AI: Manage Features
at Coursera
Duration | 2 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Machine Learning Operations (MLOps) with Vertex AI: Manage Features at Coursera Highlights
Machine Learning Operations (MLOps) with Vertex AI: Manage Features
at Coursera
- Earn a certificate from Google Cloud
- Add to your LinkedIn profile
- July 2023
Machine Learning Operations (MLOps) with Vertex AI: Manage Features at Coursera Course details
Machine Learning Operations (MLOps) with Vertex AI: Manage Features
at Coursera
Skills you will learn
What are the course deliverables?
- What you'll learn
- Containerize ML workflows for reproducibility, reuse, and scalable training and inference on Google Cloud
- Efficiently share, discover, and re-use ML features at scale while conducting reproducible ML experiments with Vertex AI Feature Store
More about this course
- 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.
Machine Learning Operations (MLOps) with Vertex AI: Manage Features at Coursera Curriculum
Machine Learning Operations (MLOps) with Vertex AI: Manage Features
at Coursera
Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Manage Features
Course Introduction
Introduction to Vertex AI Feature Store
Recap: How does Vertex AI help with the MLOps workflow?
Introduction to Vertex AI Feature Store
Introduction to Vertex AI Feature Store - Demo
Machine Learning Operations (MLOps) with Vertex AI: Manage Features An in depth look
Main capabilities of Vertex AI Feature Store
Data Model in Vertex AI Feature Store
Introduction to Vertex AI Feature Store
Lab Intro: Feature Store: Streaming Ingestion SDK
Lab: Feature Store: Streaming Ingestion SDK
Summary
Summary
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Machine Learning Operations (MLOps) with Vertex AI: Manage Features
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