In the Introduction to Artificial Intelligence and Machine Learning in Azure training course, you'll learn:

• Introduction to Artificial Intelligence and Machine Learning in Azure
  • Overview of Azure's AI and ML capabilities.
  • Importance of AI and ML in modern applications.
  • Introduction to Cognitive Services and custom machine learning models.
• Exploring Cognitive Services
  • Overview of Cognitive Services.
    • Introduction to various categories of Cognitive Services.
    • Natural language understanding and processing.
    • Understanding images and videos.
    • Speech recognition and synthesis.
    • Knowledge mining and management.
  • Search: Intelligent search capabilities.
  • Use cases and scenarios for each category.
  • Hands-on Labs: Building with Cognitive Services
• Introduction to Machine Learning
  • Fundamentals of machine learning.
  • Overview of Azure Machine Learning service.
  • Understanding supervised and unsupervised learning.
• Data Science Virtual Machines
  • Introduction to Data Science Virtual Machines (DSVM).
  • Setting up DSVM for machine learning experimentation.
  • Exploring pre-configured environments for data science and machine learning tasks.
  • Creating and managing machine learning experiments.
  • Training and evaluating machine learning models using drag-and-drop interface.
  • Hands-on Labs: Working with Machine Learning Studio
• Modeling in Machine Learning Studio
  • Advanced features of Azure Machine Learning Studio.
  • Building custom machine learning pipelines.
  • Deploying and managing machine learning models in production.
  • Monitoring and retraining models for ongoing improvement.
    
  • Hands-on Lab: Modeling in Machine Learning Studio