Machine Learning Operations Fundamentals
This course provides essential training for engineers tasked with deploying and maintaining machine learning pipelines. It focuses on bridging the gap between model development and production environments to ensure system reliability.
£250
Certified MLOps Professional
- Pass mark 70%
- Certificate on completion
- Verifiable public certificate ID
- English · available globally
Machine Learning Operations Fundamentals: the short answers
- What is Machine Learning Operations Fundamentals?
- This course provides essential training for engineers tasked with deploying and maintaining machine learning pipelines. It focuses on bridging the gap between model development and production environments to ensure system reliability.
- Who is Machine Learning Operations Fundamentals for?
- It is pitched at Foundation level for MLOps Engineers working in AI & Machine Learning Foundations, and is studied online from any country.
- How long does Machine Learning Operations Fundamentals take?
- Around 12 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 Professional, issued as a certificate with a unique ID that employers can check in the public certificate register.
- How much does it cost?
- £250 once, with no subscription.
What you will be able to do
- Implement automated CI/CD pipelines for ML models
- Monitor production model drift and performance metrics
- Establish versioning control for datasets and model artifacts
- Configure scalable infrastructure for model serving
- Manage containerized environments for consistent deployment
Written by Dr. Sarah Jenkins, Lead Systems Architect. Every submission is assessed automatically against the published criteria for Certified MLOps Professional, and the certificate is issued the moment the assessment is complete.
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