Regression, classification and clustering

AI-900 · Machine learning · Updated

Tell the three core machine learning types apart, understand features, labels, training and validation data, and pick the right evaluation metric.

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In this lesson
  • Features and labels
  • The three types
  • Training and validation
  • Evaluation metrics
  • Exam traps
  • Practice questions

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AI-900 course outline

All 7 lessons · Course overview
  1. The six responsible AI principlesAI workloads and responsible AI Free
  2. Common AI workloads and Azure servicesAI workloads and responsible AI Free
  3. Regression, classification and clusteringMachine learning Full access
  4. Azure Machine Learning, designer and automated MLMachine learning Full access
  5. Computer vision workloads and Azure VisionComputer vision Full access
  6. Language, speech and bot servicesNatural language processing Full access
  7. Generative AI, Azure OpenAI and FoundryGenerative AI Full access