Certificate in DevOps for Model Performance Essentials
-- ViewingNowThe Certificate in DevOps for Model Performance Essentials is a comprehensive course that empowers learners with the necessary skills to thrive in a rapidly evolving DevOps landscape. This program highlights the importance of model performance in the DevOps lifecycle, addressing industry demand for professionals who can effectively manage and optimize machine learning models in a DevOps context.
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โข Unit 1: Introduction to DevOps and Model Performance
โข Unit 2: DevOps Principles and Practices
โข Unit 3: Continuous Integration (CI) and Continuous Delivery (CD)
โข Unit 4: Infrastructure as Code (IaC) and Configuration Management
โข Unit 5: Version Control and Collaboration using Git
โข Unit 6: Containerization and Orchestration with Docker and Kubernetes
โข Unit 7: Monitoring and Logging in DevOps
โข Unit 8: DevSecOps and Model Security
โข Unit 9: Performance Testing and Optimization in DevOps
โข Unit 10: DevOps Metrics and KPIs for Model Performance
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