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MLOps (Machine Learning Operations) Fundamentals

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.

Created by Google Cloud


What you’ll learn

Through this learning resource you can gain confidence with the compentencies demanded by employers these days. The most in demand technique in the learning resource that is often requested by companies is Data Modeling. The most in demand tool is Jupyter.

Who will benefit?

Evaluating the description from this educational opportunity with nearly 10,000 data-related job postings, we determine that those interested in Data Scientist roles would benefit the most.