AI Development with Qwen 2.5 & Ollama: Build AI Apps Locally
Build AI-powered applications locally using Qwen 2.5 & Ollama. Learn Python, FastAPI, and real-world AI development
What you'll learn
- Set up and run Qwen 2.5 on a local machine using Ollama
- Understand how large language models (LLMs) work
- Build AI-powered applications using Python and FastAPI
- Create REST APIs to interact with AI models locally
- Integrate AI models into web apps using React.js
- Optimize and fine-tune AI models for better performance
- Implement local AI solutions without cloud dependencies
- Use Ollama CLI and Python SDK to manage AI models
- Deploy AI applications locally and on cloud platforms
- Explore real-world AI use cases beyond chatbots
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