rohitg00/ai-engineering-from-scratch

Worth installing(High relevance: ai-agent, llm, mcp)

Learn it. Build it. Ship it for others.

Why this repo matters

The repository offers a comprehensive curriculum with 503 lessons, bridging the gap between AI theory and practical application in various programming languages.
It emphasizes hands-on learning by building AI systems from scratch, enhancing understanding of core concepts like backpropagation and attention mechanisms.
The rapid increase in stars indicates growing interest, reflecting the demand for structured AI education amidst the rise of AI tools in professional settings.

Key Metrics

Stars: 65.9k
Forks: 11.4k
Open Issues: 65
Stars (7d delta): 17.2k
Stars (30d delta): 17.2k

Scores & Metadata

Trend Velocity Score: 100.00
Opportunity Score: 95.59
Confidence Score: 100.00
Language: Python
License: MIT
Topics:
🏷️ agents 🏷️ ai 🏷️ ai-agents 🏷️ ai-engineering 🏷️ computer-vision 🏷️ course 🏷️ deep-learning 🏷️ from-scratch 🏷️ generative-ai 🏷️ llm 🏷️ machine-learning 🏷️ mcp 🏷️ nlp 🏷️ python 🏷️ reinforcement-learning

Star History

48.7k stars+22.1k over 47 snapshots6/1/2026 – 8/25/2026

Links & Sources

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