https://github.com/drhazemali/azure-ai-models
Comprehensive and beginner-friendly course on Azure AI Models!
https://github.com/drhazemali/azure-ai-models
ai azure azure-ai azure-ai-foundry azure-ai-services ml models
Last synced: 3 months ago
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Comprehensive and beginner-friendly course on Azure AI Models!
- Host: GitHub
- URL: https://github.com/drhazemali/azure-ai-models
- Owner: DrHazemAli
- License: mit
- Created: 2025-06-21T16:06:10.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-06-22T00:57:38.000Z (4 months ago)
- Last Synced: 2025-06-22T01:36:06.246Z (4 months ago)
- Topics: ai, azure, azure-ai, azure-ai-foundry, azure-ai-services, ml, models
- Language: JavaScript
- Homepage:
- Size: 1000 Bytes
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Azure AI Models: Complete Course 🚀
[](https://github.com/DrHazemAli/Azure-AI-Models)
[](LICENSE)
[](https://azure.microsoft.com/services/ai/)
Welcome to the most comprehensive and beginner-friendly course on Azure AI Models! This course will take you from complete beginner to building production-ready AI applications using Microsoft's cutting-edge AI services.
This course is designed to be the most comprehensive and beginner-friendly resource for learning Azure AI Models. Whether you're a complete beginner or an experienced developer, you'll find valuable insights and practical skills to build amazing AI applications.
## 🎯 What You'll Learn
By the end of this course, you'll be able to:
- **Understand Azure AI Services** - Master the fundamentals of Microsoft's AI platform
- **Build Text AI Applications** - Create chatbots, translators, and text analyzers
- **Work with Vision AI** - Analyze images, read text, and detect objects
- **Implement Speech AI** - Convert speech to text, text to speech, and more
- **Deploy Real Applications** - Build and deploy production-ready AI apps
- **Optimize for Production** - Learn security, scaling, and cost optimization
## 📚 Course Structure
This course is organized into **6 main sections** with **30 focused lessons**:
### 🚀 [Section 1: Getting Started](./01-Getting-Started/README.md) (5 lessons)
- Understanding Azure AI
- Setting up your Azure account
- Understanding pricing and costs
- Your first AI project
- Troubleshooting common issues
### 📝 [Section 2: Text and Language](./02-Text-and-Language/README.md) (5 lessons)
- Introduction to text AI
- Chat with GPT models
- Translate text across languages
- Analyze text sentiment
- Build a text summarizer
### 👁️ [Section 3: Vision and Images](./03-Vision-and-Images/README.md) (5 lessons)
- Introduction to vision AI
- Analyze images and extract insights
- Read text from images (OCR)
- Detect objects in images
- Train custom vision models
### 🎤 [Section 4: Speech and Audio](./04-Speech-and-Audio/README.md) (5 lessons)
- Introduction to speech AI
- Convert speech to text
- Convert text to speech
- Real-time speech translation
- Voice command applications
### 🏗️ [Section 5: Build Real Apps](./05-Build-Real-Apps/README.md) (5 lessons)
- Planning your AI application
- Smart chatbot with memory
- Intelligent image analyzer
- Voice assistant application
- Combining multiple AI services
### ⚡ [Section 6: Advanced Topics](./06-Advanced-Topics/README.md) (5 lessons)
- Deploying your AI models
- Security best practices
- Scaling your applications
- Monitoring and logging
- Cost optimization strategies
## 🛠️ Technologies You'll Use
- **Azure OpenAI Service** - GPT models for text generation
- **Azure Cognitive Services** - Vision, Speech, Language APIs
- **Azure Computer Vision** - Image analysis and OCR
- **Azure Speech Service** - Speech recognition and synthesis
- **Azure Language Service** - Text analytics and translation
- **Azure Custom Vision** - Custom image classification
## 💻 Programming Languages Covered
Every lesson includes practical code examples in:
- **Python** - Using Azure SDK for Python
- **JavaScript/Node.js** - Using Azure SDK for JavaScript
- **C#** - Using Azure SDK for .NET
- **REST APIs** - Direct API calls for any language
## 📁 Code Samples Structure
```
Code-Samples/
├── Python/ # Python examples with requirements.txt
├── JavaScript/ # Node.js examples with package.json
├── CSharp/ # C# examples
└── REST/ # REST API examples (.http files)
```
## 🎓 Who This Course Is For
- **Beginners** - No prior AI experience required
- **Developers** - Want to add AI capabilities to their applications
- **Students** - Learning modern AI development
- **Professionals** - Looking to upskill in Azure AI
- **Entrepreneurs** - Building AI-powered products
## 🚀 Getting Started
1. **Clone the repository:**
```bash
git clone https://github.com/DrHazemAli/Azure-AI-Models.git
cd Azure-AI-Models
```
2. **Start with Section 1** - Set up your Azure account and understand the basics
3. **Follow the lessons in order** - Each lesson builds on the previous one
4. **Practice with code samples** - Hands-on learning with real examples
5. **Build the final projects** - Apply everything you've learned
## 📖 How to Use This Course
- **Self-paced learning** - Go at your own speed
- **Hands-on practice** - Code along with every lesson
- **Real-world projects** - Build applications you can actually use
- **Multiple languages** - Choose your preferred programming language
## 🔗 Prerequisites
- Basic programming knowledge (any language)
- An Azure account (free tier available)
- Curiosity and enthusiasm for AI! 🤖
## 📝 Course Format
Each lesson includes:
- **Clear explanations** - Easy-to-understand concepts
- **Step-by-step instructions** - No guesswork involved
- **Code examples** - Ready-to-run code in multiple languages
- **Real-world examples** - Practical applications
- **Troubleshooting tips** - Common issues and solutions
## 🤝 Contributing
We welcome contributions! Please feel free to:
- Report bugs or issues
- Suggest improvements
- Add new examples
- Improve documentation
## 📄 License
This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
## 🙏 Acknowledgments
- Microsoft Azure team for their excellent AI services
- The open-source community for inspiration and tools
- All contributors who help make this course better
## 🎉 Ready to Start?
Jump into [Section 1: Getting Started](./01-Getting-Started/README.md) and begin your AI journey!
---
**Happy Learning! 🚀**
*This course is designed to be the most comprehensive and beginner-friendly resource for learning Azure AI Models. Whether you're a complete beginner or an experienced developer, you'll find valuable insights and practical skills to build amazing AI applications.*
## 📞 Support
If you have any questions or need help:
- Open an issue on GitHub
- Check the troubleshooting guides in each section
- Review the Azure documentation for detailed API references
---
Made with ❤️ by [Hazem Ali](https://www.github.com/DrHazemAli)
**Repository:** [Azure AI Models](https://github.com/DrHazemAli/Azure-AI-Models)
**⭐ Star this repository if you find it helpful!**