Learn AI/ML for beginners with a roadmap and free resources.

Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources

Awesome Agentic AI Learning Resource by DevKay is a curated roadmap for mastering Agentic AI—from ML foundations to production-ready agents. Features a 0–12+ month path, hands-on projects, top resources, agent architectures, and tools like LangChain and AutoGen.

ML Sys + Hardware/Software co-design, Awesome List of AI Engineering topics and learning resources. Learn basics to advanced topics to become an AI engineer at top research labs like OpenAI and DeepSeek

A curated list of awesome Ruby AI / ML projects, libraries, frameworks, tools, and learning resources.

Compilation of AI resources from Linear Algebra to Graph Neural Networks going through all the theory abot ML, DL, NS and GNN with awesome MooC's, Video Lectures, Code and papers

This repository contains data shared by scholars in Bertelsmann Scholasrship Track - Udacity

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A curated list of awesome AI security tools, frameworks, and resources. OWASP AI Testing Guide, Agentic AI Top 10, EU AI Act, adversarial ML, LLM red-teaming, prompt injection.

Awesome resources on AI & ML for Industry 4.0 and predictive maintenance

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Learn AI/ML for beginners with a roadmap and free resources.

Traditional system design is being disrupted by AI capabilities. While there's plenty of content on vanilla system design interviews, there's a gap in understanding how production AI systems are actually built, scaled, and operated. This repository bridges that gap.

This collection includes articles, papers, and YouTube links that serve as valuable resources for learning AI-ML.