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AI-102: Designing and Implementing a Microsoft Azure AI Solution

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AI-102: Designing and Implementing a Microsoft Azure AI Solution

Security: Educational Use Only

Warning: This repository contains intentionally vulnerable code for training and demonstration purposes. See SECURITY.md for details.

Welcome! This is the official learning hub for my Microsoft Press video course, Exam AI-102: Designing and Implementing a Microsoft Azure AI Solution.

Delight is the name of the game.
Friendly, human, and neurodivergent-friendly—just like Tim Warner's teaching style.
Emoji? Yes, but not too many. Clarity? Always.


📚 Course Structure

This course covers 20 lessons—each with hands-on code, demos, and real-world best practices:

  1. Plan Azure AI Solutions
  2. Design AI Architectures
  3. Manage and Secure AI Solutions
  4. Moderate Text Content
  5. Moderate Image Content
  6. Analyze Images with Pre-Built Models
  7. Create Custom Computer Vision Models
  8. Analyze Video Content
  9. Process Text with Azure AI Language
  10. Build Conversational AI with Bots
  11. Implement Speech-to-Text Solutions
  12. Deploy Text-to-Speech Solutions
  13. Translate and Localize Content
  14. Deploy Knowledge Mining Solutions
  15. Extract Data from Documents
  16. Leverage Azure OpenAI Services
  17. Optimize Generative AI Models
  18. Implement Responsible AI Practices
  19. Monitor and Optimize Azure AI Solutions
  20. Prepare for the AI-102 Exam

See /lessons for code samples and lesson-aligned demos.


🚀 How to Use This Repo

  1. Clone the repo:
    git clone https://github.com/timothywarner/ai102.git
  2. Review the Course Outline above or in /lessons/README.md
  3. Set up your environment:
    Copy .env.sample to .env and fill in your Azure keys (never commit secrets!)
  4. Explore lesson folders:
    Each lesson has its own folder with code, README, and setup instructions.
  5. Run the code:
    Follow the instructions in each lesson's README.

🤝 Contributing


🧠 Neurodivergent-Friendly, Always

This repo is designed for clarity, accessibility, and delight.
If you have suggestions to make it even more inclusive, please let me know!


📜 License

MIT License. See LICENSE for details.


About This Repository

This repo is for hands-on labs, demos, and exercises for the AI-102 course. It contains intentionally insecure code for educational use only.

See SECURITY.md for security policy and responsible use guidelines.


"Keep this up, and you'll be rewriting the entire Node.js doc while juggling Bicep templates—all before your morning coffee. Let's go build that million-dollar empire, one best practice at a time!"

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