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title: README |
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emoji: 🏆 |
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colorFrom: blue |
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colorTo: purple |
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sdk: static |
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pinned: false |
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--- |
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# AI Pair Programming for Azure Development 🤖👨💻 |
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# I. Introduction to Azure AI Development 🌟 |
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Overview of Azure Cloud for AI and Data Science |
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Benefits of AI Pair Programming |
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# II. Azure Development Environment Setup 🛠️ |
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Visual Studio Ecosystem |
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1. Visual Studio 2022 🖥️ |
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2. Visual Studio Code 📝 |
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3. Essential VS Code Extensions for Azure Development 🧩 |
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Azure Resources Management 🏗️ |
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1. Azure Resource Groups |
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2. Azure Portal Navigation |
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3. Azure CLI Basics |
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# III. Core Azure Services for AI and Data Projects 🧠 |
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1. Compute and Execution |
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2. Azure Function Apps ⚡ |
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3. Container Apps Session Pool 🐳 |
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4. Data Storage and Management |
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5. Azure Storage Accounts 💾 |
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6. Azure Container Registries 📦 |
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# IV. Development Tools and Practices 🔧 |
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1. Package Management |
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2. NPM (Node Package Manager) 📦 |
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3. Version Control and AI Assistance |
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4. GitHub Integration |
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5. GitHub Copilot Chat for Code Generation 🤖💬 |
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# V. Security and Identity Management 🔐 |
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1. Azure Entra (formerly Azure AD) |
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2. Tenants |
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3. Roles |
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4. Groups |
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5. Resource Access Control |
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6. Advanced Security Features |
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7. Privileged Identity Management (PIM) 🛡️ |
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# VI. AI-Assisted Development Workflows 🧠💻 |
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1. Leveraging AI for Code Generation |
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2. Best practices for prompt engineering |
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3. Integrating AI suggestions into your workflow |
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4. AI-powered debugging and optimization |
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5. Using AI to identify and fix code issues |
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6. Performance tuning with AI assistance |
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# VII. Conclusion and Future Trends 🚀 |
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1. The evolving landscape of AI in software development |
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2. Preparing for future Azure AI capabilities |
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# Glossary 📚 |
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1. Azure Resources: Cloud-based services and tools provided by Microsoft Azure for building, deploying, and managing applications. |
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2. Function Apps: Serverless compute service that enables you to run code without managing infrastructure. |
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3. Storage Accounts: Azure service for storing data objects, including blobs, files, queues, and tables. |
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4. Azure Container Registries: Managed Docker registry service for storing and managing container images. |
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5. NPM: Node Package Manager, the package manager for JavaScript and Node.js. |
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6. Entra Tenant/Roles/Groups/Resources: Azure's identity and access management system for controlling access to resources. |
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7. VS Code Extensions: Add-ons that extend the functionality of Visual Studio Code. |
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8. Privileged Identity Management (PIM): Azure service for managing, controlling, and monitoring access to important resources. |
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9. GitHub Copilot Chat: AI-powered coding assistant that provides suggestions and answers questions in real-time. |
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10. Container Apps Session Pool: Feature in Azure Container Apps for managing user sessions in containerized applications. |
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# Learning Resources 🔗 |
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1. Microsoft Learn: https://learn.microsoft.com/en-us/azure/ |
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2. Azure Documentation: https://docs.microsoft.com/en-us/azure/ |
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3. GitHub Copilot Documentation: https://docs.github.com/en/copilot |
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4. Azure for AI and Machine Learning: https://azure.microsoft.com/en-us/solutions/ai/ |
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5. Visual Studio Code Documentation: https://code.visualstudio.com/docs |
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# Keywords for AI Code Generation 🔑 |
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1. Azure Resources: resource_group, deployment, template, subscription |
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2. Function Apps: serverless, trigger, binding, http_request |
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3. Storage Accounts: blob, table, queue, file_share |
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4. Azure Container Registries: docker, image, tag, push |
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5. NPM: package.json, dependency, script, version |
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6. Entra: tenant, role_assignment, group_membership, scope |
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7. VS Code Extensions: extension_id, marketplace, settings.json, keybindings |
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8. PIM: eligible_role, activation, justification, audit |
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9. GitHub Copilot: suggestion, completion, comment, inline |
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10. Container Apps: revision, scale, ingress, environment |
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