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ML Observability Fundamentals Certification
Welcome to ML Observability
Intro to ML Observability
Self Assessment Quiz
Lab: Intro to ML Observability
Resources
Unit 1 - Performance tracing
Performance tracing
Self assessment quiz
Lab: Performance Tracing
Resources
Unit 2 - Drift detection
Drift Detection
Self assessment quiz
Lab: Drift Detection
Resources
Unit 3 - Data quality management
Data quality management
Self assessment quiz
Lab: Data quality management
Resources
Unit 4 - Feature importance & explainability
Feature importance & explainability
Self assessment quiz
Lab: Feature importance & explainability
Resources
Unit 5 - Fairness & bias tracing
Fairness & bias tracing
Self assessment quiz
Lab: Fairness & bias tracing
Resources
Unit 6: Unstructured data & embeddings
Unstructured data & embeddings
Self assessment quiz
Lab: Unstructured data & embeddings
Resources
Next steps
Next steps
Data quality management
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