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Edureka's MLOps Foundations course, listed on Coursera at an intermediate level, introduces the practices needed to build, deploy and maintain machine learning systems that keep working. It treats operations as part of the product rather than a clean-up task after the model is finished.
The skill list points to Docker, Kubernetes, CI/CD and version control, which together form the plumbing of much modern ML delivery. System monitoring and data preprocessing sit beside them, so the course spans both infrastructure and data.
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Skills you'll gain: MLOps (Machine Learning Operations), DevOps, CI\u002FCD, Continuous Integration, Application Deployment, Kubernetes, System Monitoring, Data Preprocessing, Applied Machine Learning, Version Control, Machine Learning, Machine Learning Methods, Docker (Software), Containerization, Artificial Intelligence and Machine Learning (AI\u002FML).
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