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learn-ai-engineering

MCP Tool

ashishps1/learn-ai-engineering

Learn AI and LLMs from scratch using free resources

Install

$ npx loaditout add ashishps1/learn-ai-engineering

Platform-specific configuration:

.claude/settings.json
{
  "mcpServers": {
    "learn-ai-engineering": {
      "command": "npx",
      "args": [
        "-y",
        "learn-ai-engineering"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

About

Learn AI Engineering

A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents.

Mathematical Foundations
  • Mathematics Roadmap for Machine Learning
  • Essence of Linear Algebra - 3Blue1Brown
  • Probability & Statistics - Khan Academy
  • Statistics Fundamentals - Josh Strarmer
  • Mathematics for Machine Learning Specialization - Coursera (Andrew Ng)
Python
  • AI Python for Beginners - Deeplearning.ai
AI & ML Fundamentals
  • Machine Learning Crash Course - Google
  • AI for Beginners – Microsoft
  • Elements of AI – University of Helsinki
  • Machine Learning Playlist - Josh Strarmer
  • Machine Learning Specialization - Coursera
Machine Learning Frameworks
  • Scikit-learn
  • XGBoost
  • LightGBM
  • CatBoost
Deep Learning
  • Deep Learning Specialization - Coursera (Andrew Ng)
  • Practical Deep Learning for Coders - Fast.ai
  • Mathematics for Deep Learning
  • [Deep Learning Playlist - Josh Starmer](https://www.youtube.com/playlist?list=PLblh

Tags

agentic-aiagentsaideep-learninggenerative-ailarge-language-modelsllmmachine-learningmcpmlprompt-engineeringrag

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Quality Signals

Quality Score5000
5.2k
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Last updated69 days ago
Security: AREADME

Safety

Risk Levelmedium
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Details

Sourcegithub-crawl
Last commit2/5/2026
View on GitHub→

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