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Shoebur RahmanSpecjalista ds. zakupów, Giz Bangladesh
Opis kursu
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.
Wymagania wstępne
Ten kurs nie ma żadnych wymagań wstępnych
Program nauczania
Plan kursu
1
Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Manage Features
2
Introduction to Vertex AI Feature Store
Vertex AI and its MLOps capabilities. Main challenges related to data and potential solutions to mitigate them.
3
Machine Learning Operations (MLOps) with Vertex AI: Manage Features An In-depth Look
Key capabilities of Vertex AI Feature Store
4
Summary
Summary of the course
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Machine Learning Operations (MLOps) with Vertex AI: Manage Features
Kurs
ukończony
