Machine Learning Operations (CmU - PCM): Overview

Machine Learning Operations [30 hours]

Machine Learning Operations (MLOps) provide a scalable and governed means to deploy and manage Machine Learning models / Deep Learning networks in production environments. Through this unit, learners will develop competencies in deploying models to MLOps cloud platforms. Learners will also be competent to work collaboratively in teams to use validated models deployed on the MLOps cloud platforms.

Learning Outcomes

At the end of this unit, learners will be able to:

1. Deploy models as microservices built from different programming languages to MLOps cloud platforms for facilitating application integration.
2. Collaborate with teammates virtually to use validated models deployed on the MLOps cloud platforms.​​​​​

This CmU leads to the following core course competencies and specialisations:

1. Core CC -- Applied AI & Operations (for Diploma in Applied AI & Analytics)
2. Specialisation -- Applied AI & Operations (for Diploma in Information Technology)

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