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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⢠Unit 1: Introduction to DevOps and Model Performance
⢠Unit 2: DevOps Principles and Practices
⢠Unit 3: Continuous Integration (CI) and Continuous Delivery (CD)
⢠Unit 4: Infrastructure as Code (IaC) and Configuration Management
⢠Unit 5: Version Control and Collaboration using Git
⢠Unit 6: Containerization and Orchestration with Docker and Kubernetes
⢠Unit 7: Monitoring and Logging in DevOps
⢠Unit 8: DevSecOps and Model Security
⢠Unit 9: Performance Testing and Optimization in DevOps
⢠Unit 10: DevOps Metrics and KPIs for Model Performance
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