Certificate in DevOps for Model Efficiency
-- ViewingNowThe Certificate in DevOps for Model Efficiency is a comprehensive course designed to meet the growing industry demand for professionals with DevOps skills. This course emphasizes the importance of DevOps practices in improving model efficiency, reducing time to market, and promoting continuous delivery in data science projects.
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⢠Unit 1: Introduction to DevOps and Model Efficiency
⢠Unit 2: DevOps Principles and Practices
⢠Unit 3: Version Control and Collaboration Tools (e.g. Git)
⢠Unit 4: Continuous Integration and Continuous Delivery (CI/CD)
⢠Unit 5: Containerization and Orchestration (e.g. Docker, Kubernetes)
⢠Unit 6: Infrastructure as Code (IaC) and Cloud Platforms (e.g. Terraform, AWS)
⢠Unit 7: Monitoring and Logging for Model Efficiency
⢠Unit 8: Security and Compliance in DevOps
⢠Unit 9: DevOps Culture and Team Collaboration
⢠Unit 10: DevOps for Data Science and Machine Learning
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