EdgeAI for Beginners

Welcome to EdgeAI for Beginners – your comprehensive journey into the transformative world of Edge Artificial Intelligence. This course bridges the gap between powerful AI capabilities and practical, real-world deployment on edge devices, empowering you to harness AI's potential directly where data is generated…

课时

• 🌐 Multi-Language Support
  • Arabic
• Course Modules & Navigation
  • 📖 00
  • 🧠 02
  • 🚀 03
  • ⚙️ 04
  • 🔧 05
  • 🤖 06
  • 💻 07
  • 🏭 08
  • 🏭 Module 08: Sample Applications
    • 01: REST Chat Quickstart
    • 02: OpenAI SDK Integration
    • 03: Model Discovery & Benchmarking
    • 04: Chainlit RAG Application
    • 05: Multi-Agent Orchestration
    • 06: Models-as-Tools Router
    • 07: Direct API Client
    • 08: Windows 11 Chat App
    • 09: Advanced Multi-Agent System
    • 10: Foundry Tools Framework
  • 🎓 Workshop: Hands-On Learning Path
    • Workshop Guide
  • 🎙️ Workshop For Agentic: Hands-On - The AI Podcast Studio
    • 🎬 Start The AI Podcast Studio Workshop
    • Act 1: Meet Your AI Assistants
    • Act 2: Assemble Your Production Team
    • Act 3: Bring Your Podcast to Life
• Course Highlights
  • Study Guide Available
• Module01
  • Section 1: EdgeAI Fundamentals
  • Section 2: Real-World Case Studies
  • Section 3: Practical Implementation Guide
  • Section 4: Edge AI Deployment Hardware Platforms
• Module02
  • Section 1: Microsoft Phi Model Family Fundamentals
  • Section 2: Qwen Family Fundamentals
  • Section 3: Gemma Family Fundamentals
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • Section 4: BitNET Family Fundamentals
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • Section 5: Microsoft Mu Model Fundamentals
  • Section 6: Phi-Silica - Optimized On-Device Language Models
• Module03
  • Section 1: SLM Advanced Learning - Foundations and Optimization
  • Section 2: Local Environment Deployment - Privacy-First Solutions
  • Containerized Cloud Deployment - Production-Scale Solutions
• Module04
  • Section 1: Model Format Conversion and Quantization Foundations
  • Section 2 : Llama.cpp Implementation Guide
  • Section 3 : Microsoft Olive Optimization Suite
  • Section 4 : OpenVINO Toolkit Optimization Suite
  • Section 4 : Apple MLX Framework Deep Dive
  • Section 6: Edge AI Development Workflow Synthesis
  • Section 7 : Qualcomm QNN (Qualcomm Neural Network) Optimization Suite
• Module05
  • Section 1: Introduction to SLMOps
  • Section 2: Model Distillation - From Theory to Practice
  • Section 3: Fine-Tuning - Customizing Models for Specific Tasks
  • Section 4: Deployment - Production-Ready Model Implementation
• Module06
  • AI Agents and Small Language Models: A Comprehensive Guide
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • EdgeAI for Beginners
  • Section02 : Function Calling in Small Language Models (SLMs)
  • Section 03 - Model Context Protocol (MCP) Integration
• Module07
  • AI Toolkit for Visual Studio Code - Edge AI Development Guide
  • Foundry Local on Windows & Mac
  • Windows Edge AI Development Guide
• Module08
  • Session 1: Getting Started with Foundry Local
  • Session 2: OpenAI SDK Integration with Azure AI Foundry
  • Session 3: Open-Source Model Discovery and Management
  • Session 4: Building Production Chat Applications with Chainlit
  • Session 5: Build AI-Powered Agents Fast with Foundry Local
  • Overview
  • Welcome to Chainlit! 🚀🤖
  • Module 08 Samples: Foundry Local Development Guide
    • 04
      • Open WebUI + Foundry Local Integration Guide
      • WebGPU + ONNX Runtime Demo
• Workshop
  • Environment Configuration Guide
  • Foundry Local SDK - Quick Reference
  • Workshop Samples - Quick Reference Card
  • Workshop Quick Start Guide
  • Session 1: Getting Started with Foundry Local
  • Session 2: Build AI Solutions with Azure AI Foundry
  • Session 3: Open-Source Models in Foundry Local
  • Session 4: Explore Cutting-Edge Models – LLMs, SLMs & On-Device Inference
  • Session 5: Build AI-Powered Agents Fast with Foundry Local
  • Session 6: Foundry Local – Models as Tools
  • Workshop Notebooks
    • Workshop Notebooks - Quick Start Guide
    • Workshop Notebooks - Troubleshooting Guide
  • Workshop Scripts
• WorkshopForAgentic
  • code
    • 02.Workflow-MultiAgent
      • Podcast Application
        • EdgeAI for Beginners
  • translation
    • 🎙️ AI 播客工作室工作坊
      • 第一幕：认识你的 AI 研究助手 🤖
      • 第二幕：组建你的播客制作团队 🎬
      • 第三幕：让你的播客活起来 🎤

开始学习 → Introduction to Edge AI for Beginners