Machine Learning Operations (ML Ops)
Machine Learning Operations (ML Ops)
Machine Learning Operations (ML Ops)
This course is designed to teach you how to deploy, manage, and scale machine learning models in production. As this is a very wide area in the Machine Learning space, this course would look at certain areas which are more in demand such as the following:
- MLOps Best Practices & Ways of Working
- Versioning and Branching Strategies
- Packaging a model using Docker
- Model tracking using ML Flow
- Using Azure Pipelines to deploy a model as an endpoint in Azure ML
