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Machine Learning Operations (MLOps): Getting Started
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud.
This Course Includes
pluralsight
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1 hour 3 minutes 
english
Online - Self Paced
core courses
pluralsight
About Machine Learning Operations (MLOps): Getting Started
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. Machine Learning Engineering professionals use tools for continuous improvement and evaluation of deployed models. They work with (or can be) Data Scientists, who develop models, to enable velocity and rigor in deploying the best performing models.
What You Will Learn?
- Welcome to the Machine Learning Operations (MLOps): Getting Started : 4mins.
- Employing Machine Learning Operations : 24mins.
- Vertex AI and MLOps on Vertex AI : 31mins.
- Summary : 2mins.