Machine Learning Model Deployment Operations
This course focuses on the operationalization of machine learning pipelines within production environments. It provides technical staff with the skills to automate model retraining, testing, and deployment cycles to ensure reliability and scalability.
£450
Certified MLOps Practitioner
- Pass mark 70%
- Certificate on completion
- Verifiable public certificate ID
- English · available globally
Machine Learning Model Deployment Operations: the short answers
- What is Machine Learning Model Deployment Operations?
- This course focuses on the operationalization of machine learning pipelines within production environments. It provides technical staff with the skills to automate model retraining, testing, and deployment cycles to ensure reliability and scalability.
- Who is Machine Learning Model Deployment Operations for?
- It is pitched at Intermediate level for MLOps Engineers working in computer, and is studied online from any country.
- How long does Machine Learning Model Deployment Operations take?
- Around 18 hours of study, plus the assessed assignments and one applied project.
- How is the certification assessed?
- Every assignment and the final project are assessed automatically against the published criteria. The pass mark is 70%, and an item that does not pass can be resubmitted.
- What do I receive when I pass?
- Certified MLOps Practitioner, issued as a certificate with a unique ID that employers can check in the public certificate register.
- How much does it cost?
- £450 once, with no subscription.
What you will be able to do
- Architect scalable model serving pipelines
- Implement automated version control for model weights
- Configure continuous integration and deployment for ML
- Design real-time monitoring for model drift
- Execute automated rollbacks for failed production deployments
Written by Dr. Sarah Jenkins, Lead Systems Architect. Every submission is assessed automatically against the published criteria for Certified MLOps Practitioner, and the certificate is issued the moment the assessment is complete.
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