Hands-On Labs
Microsoft
- https://github.com/microsoft/generative-ai-for-beginners/tree/main?WT.mc_id=academic-105485-koreyst
- https://github.com/microsoft/TechExcel-Integrating-Azure-PaaS-and-AI-Services-for-AI-Design-Wins
- https://microsoft.github.io/TechExcel-Operationalize-LLMs-with-LLMOps-automation
- https://learn.microsoft.com/en-us/training/paths/introduction-generative-ai
- https://learn.microsoft.com/en-us/training/paths/transform-your-business-with-microsoft-ai
- https://learn.microsoft.com/en-us/training/paths/develop-ai-agents-azure-open-ai-semantic-kernel-sdk
- https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-sustainability
- https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-financial-industry
- https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-healthcare-industry
- https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-retail
- https://learn.microsoft.com/en-us/training/paths/discover-microsoft-ai-leaders-manufacturing
- https://learn.microsoft.com/en-us/training/paths/build-ai-copilot-vcore-based-azure-cosmos-db-mongodb-azure-openai
Hugging Face
- Agents Course: Learn to build and deploy your own AI agents (https://huggingface.co/learn/agents-course)
- NLP Course: This course will teach you about natural language processing using libraries from the Hugging Face ecosystem (https://huggingface.co/learn/nlp-course)
- Computer Vision Course: This course will teach you about computer vision ML using libraries and models from the Hugging Face ecosystem (https://huggingface.co/learn/computer-vision-course)
- Audio Course: Learn to apply transformers to audio data using libraries from the Hugging Face ecosystem (https://huggingface.co/learn/audio-course)
- Deep Reinforcement Learning Course: This course will teach you about deep reinforcement learning using libraries from the Hugging Face ecosystem (https://huggingface.co/learn/deep-rl-course)
- Open-Source AI Course: A collection of open-source-powered notebooks by AI builders, for AI builders (https://huggingface.co/learn/cookbook)
- Machine Learning for Games Course: This course will teach you about integrating AI models your game and using AI tools in your game development workflow (https://huggingface.co/learn/ml-games-course)
- Machine Learning for 3D Course: Learn about 3D ML with libraries from the HF ecosystem (https://huggingface.co/learn/ml-for-3d-course)
- Diffusion Course: Learn about diffusion models & how to use them with diffusers (https://huggingface.co/learn/diffusion-course)
Generative AI courses for every skill level.
- Beginner : Introduction to Generative AI
- Intermediate : Gemini for Google Cloud
- Advanced: Generative AI for Developers