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6 credits · Self-paced

Microsoft: AI for Beginners

12-week open-source curriculum from Microsoft

A free, open-source AI curriculum by Microsoft (MIT licence). Learn symbolic AI, neural networks, computer vision, NLP, ethics, and generative AI. Content: https://microsoft.github.io/AI-For-Beginners/

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Curriculum

  1. 01Module 1 — Fundamentals30 min+
    Fundamentals

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  2. 02Module 2 — Principles & standards30 min+
    Principles & standards

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  3. 03Module 3 — Applied practice30 min+
    Applied practice

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  4. 04Module 4 — Risk & compliance30 min+
    Risk & compliance

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  5. 05Module 5 — Ethics & quality30 min+
    Ethics & quality

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  6. 06Module 6 — Case studies30 min+
    Case studies

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  7. 07Module 7 — Advanced practice30 min+
    Advanced practice

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.
  8. 08Module 8 — Capstone project30 min+
    Capstone project

    Global-standard learning module for Microsoft: AI for Beginners.

    Outcomes

    • Explain the core principles and terminology
    • Apply methods to realistic business scenarios
    • Identify risks, controls, ethics, and quality standards
    • Produce evidence suitable for a professional portfolio.