ashishps1/learn-ai-engineering

Project overview

A curated awesome-list linking to free external resources for learning AI engineering, from foundational mathematics and Python through LLMs, RAG, and AI agents. Consumption requires only viewing or cloning the repository; no GPU, coding, or paid services are required to browse the materials.

Project type

MCP · RAG

Use cases

Learning & Education

Deployment

Refer to project documentation

License

GPL-3.0

Best for

• Educators and general users seeking a curated, text-based index of free external resources for learning AI and LLM concepts.

Key capabilities

• A curated repository linking to external free educational resources covering prerequisites (mathematics, Python), machine learning, NLP, LLMs, prompt engineering, RAG, and AI agents.

Limitations and risks

• The repository provides links to external resources rather than hosting the educational content itself.
• The data boundary and telemetry practices are not documented in the available project facts.
• Based on available facts, the project provides curated lists in text format without supporting other modalities.

Getting started

• Access the learning materials by opening the repository README directly in a browser or cloning it to a local machine. No complex installation is required.

Evidence and sources

• GitHub project description: Learn AI and LLMs from scratch using free resources
• README: A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents.

Reviewed at: 2026-07-16T16:03:41Z