Open-source interactive tools teach MLOps, ML system design and agentic analytics

adnan_hashmi · x · 2026-11-13

The GitHub repo interactive-ai-ml-tools (226 stars) offers free interactive tools for learning MLOps, ML system design and agentic analytics: a production ML system map, ML project structure, a data drift simulator, an agentic analytics system map and AI evals. Open in a browser and start clicking — aimed at data scientists who want hands-on intuition for ML in production and agent architectures.

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