Implement a data science and machine learning solution for AI with Microsoft Fabric (DP-604)

Categories: Microsoft
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What Will You Learn?

  • In this course, you will learn how to:
  • Load and manage data in a Lakehouse within Microsoft Fabric.
  • Utilize notebooks for comprehensive data exploration.
  • Preprocess data using Microsoft Fabric's Data Wrangler for optimized model training.
  • Train and manage machine learning models with MLflow, tracking experiments effectively.
  • Generate batch predictions to apply AI in practical scenarios.
  • Prerequisites
  • Familiarity with basic data concepts and terminology.
  • Understanding of the Python programming language and machine learning frameworks like scikit-learn is advantageous.

Course Content

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