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learn-ai-engineering
Learn AI and LLMs from scratch using free resources
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1.4kforks
agentic-aiagentsaideep-learninggenerative-ailarge-language-modelsllmmachine-learningmcpmlprompt-engineeringrag
Quality signals
StaleNo testsNo CIThin docsNo licensePopular
AI summary
Auto-generated overview of what this skill does and when to reach for it.
Curated free resources to learn AI, LLMs, agents, and related tools from mathematical foundations to deployment.
Use this when
- Starting a new AI/ML project from scratch
- Need free, structured learning paths for AI fundamentals
- Learning about LLMs, agents, or RAG systems
- Building AI-powered applications with open-source tools
- Preparing for AI engineering interviews or certifications
Don't use when
- Looking for paid bootcamps or structured degree programs
- Need hands-on coding exercises with direct feedback
Capabilities
- Organizes free resources by topic: math, Python, ML, deep learning, LLMs
- Covers foundational math (linear algebra, probability, statistics)
- Lists ML frameworks (Scikit-learn, XGBoost, LightGBM, CatBoost)
- Includes LLM tools (LangChain, LlamaIndex, Ollama, Instructor)
- Provides RAG and agentic AI learning materials
- Links to deployment and MLOps guides
Install
Universal installANY TOOL
$ npx skillcity@latest ashishps1/learn-ai-engineeringAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor or Cline.
Requires Node.js 18+ (ships with npx).
Prefer to set it up by hand? Clone the repository:
git clone https://github.com/ashishps1/learn-ai-engineering.git
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