Microsoft Azure AI Fundamentals

This program introduces participants to AI fundamentals and Microsoft Azure services. Designed for beginners, the course focuses on how AI solutions can solve real-world problems. Participants will explore machine learning, computer vision, NLP, and other AI concepts, gaining foundational knowledge to implement AI workloads on Azure.

This course is ideal for:

  • Beginners interested in AI applications
  • IT Professionals exploring Azure AI services
  • Developers and Analysts seeking foundational AI knowledge
  • Business Professionals planning AI initiatives
  • AI Workloads: Explore common AI applications and workloads.
  • Azure AI Services: Learn to use Azure tools for ML, computer vision, and NLP.
  • AI Implementation: Create and deploy AI models using Azure tools.

By the end of this course, participants will:

  • Understand AI concepts, workloads, and ethical considerations.
  • Implement machine learning, vision, and NLP workloads on Azure.
  • Explore hands-on AI solutions using Azure Cognitive Services.

Module 1: Getting Started with AI on Azure

  • Introduction to AI capabilities and responsible AI practices
  • Overview of Azure AI services

Module 2: Using Automated Machine Learning

  • Introduction to Azure Machine Learning
  • Training and deploying regression, classification, and clustering models

Module 3: Exploring Cognitive Services

  • Computer Vision: Image analysis and object detection
  • Natural Language Processing: Sentiment analysis and language detection
  • Conversational AI: Creating chatbots with Azure Bot Service

Module 4: Advanced Applications

  • Speech recognition and synthesis
  • Translating text and speech
  • Analyzing receipts and documents with Form Recognizer

Participants can pursue the Microsoft Azure AI Fundamentals certification to validate foundational AI knowledge.

  • Exam Code: AI-900
  • Certification Outcome: Validates understanding of AI concepts and Azure services.
  • Basic familiarity with computers and the internet
  • Interest in AI applications and Azure tools
  • Willingness to learn through hands-on activities