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learn-ai-engineering

by ashishps1 · ★ 5,429

View on GitHub ↗

Learn AI and LLMs from scratch using free resources

#agentic-ai#agents#ai#deep-learning#generative-ai#large-language-models#llm#machine-learning#mcp#ml#prompt-engineering#rag

Install

git clone https://github.com/ashishps1/learn-ai-engineering.git

Claude Desktop config

Add this to your claude_desktop_config.json: 

{
  "mcpServers": {
    "learn-ai-engineering": {
      "command": "npx",
      "args": [
        "-y",
        "github:ashishps1/learn-ai-engineering"
      ]
    }
  }
}

From the README

A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents. - [Mathematics Roadmap for Machine Learning](https://thepalindrome.org/p/the-roadmap-of-mathematics-for-machine-learning) - [Essence of Linear Algebra - 3Blue1Brown](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab) - [Probability & Statistics - Khan Academy](https://www.khanacademy.org/math/statistics-probability) - [Statistics Fundamentals - Josh Strarmer](https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9) - [Mathematics for Machine Learning Specializ…
Read full README on GitHub →

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