MLOps Certification- Basics, Deployment & Vertex AI/PyCaret

MLOps Certification- Basics, Deployment & Vertex AI/PyCaret

What you’ll learn

  • MLOps- What are MLOps (Machine Learning Opeartions)?
  • MLOps: Components including Continuous X & Versioning
  • MLOps: Life Cycle Process ( End to End Learning Flow)
  • MLOps: Model Testing & Model Packaging in PMML and ONNX
  • MLOps: Workflow Decomposition & Production Environment
  • MLOps: Pre- Computing Serving Patterns
  • MLOps: Data, Machine Learning and Code Pipelines
  • MLOps: Offline & Live Evaluation & Monitoring
  • MLOPs: LinkedIn as a case example of large scale ML Deployment
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