Advanced Certificate in DevOps & ML: Driving Digital Transformation
-- ViewingNowThe Advanced Certificate in DevOps & ML: Driving Digital Transformation is a comprehensive course designed to meet the growing industry demand for professionals with expertise in DevOps and Machine Learning. This course emphasizes the importance of driving digital transformation through the implementation of DevOps practices and ML technologies, equipping learners with essential skills for career advancement.
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⢠Unit 1: Introduction to DevOps & ML: Driving Digital Transformation
⢠Unit 2: Continuous Integration, Delivery & Deployment (CI/CD) in DevOps
⢠Unit 3: Infrastructure as Code (IaC) & Automation in DevOps
⢠Unit 4: Containerization & Orchestration: Docker, Kubernetes & OpenShift
⢠Unit 5: DevOps Security & Compliance: Principles of DevSecOps
⢠Unit 6: Machine Learning Fundamentals: Supervised, Unsupervised & Reinforcement Learning
⢠Unit 7: DevOps for ML: Building an End-to-End Machine Learning Pipeline
⢠Unit 8: MLOps: Continuous Integration, Deployment & Training for ML Models
⢠Unit 9: Model Monitoring, Validation & Maintenance in MLOps
⢠Unit 10: Ethics & Bias in AI: Understanding & Mitigating Risks in ML
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