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Artificial Intelligence Learning Resources · Awesome GitHub Repositories

4 repos

Awesome GitHub RepositoriesArtificial Intelligence Learning Resources

Curated educational content specifically for AI development, including agent orchestration, prompt engineering, and model retrieval techniques.

Explore 4 awesome GitHub repositories matching education & learning resources · Artificial Intelligence Learning Resources. Refine with filters or upvote what's useful.

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Awesome Artificial Intelligence Learning Resources GitHub Repositories

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  • microsoft/generative-ai-for-beginners

    microsoft/generative-ai-for-beginners

    106,618GitHubView on GitHub↗

    This project is a comprehensive, open-source educational curriculum designed to guide developers through the mastery of generative artificial intelligence. It provides a structured learning path that covers foundational concepts, prompt engineering, and the practical application of large language models. The repository

    Jupyter Notebookaiazurechatgpt
  • mlabonne/llm-course

    mlabonne/llm-course

    75,340GitHubView on GitHub↗

    This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we

    courselarge-language-modelsllm
  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526GitHubView on GitHub↗

    This project is a comprehensive educational resource and knowledge base dedicated to the development and application of large language models and autonomous agentic systems. It provides a structured framework for understanding prompt engineering, context management, and the architectural patterns required to build task

    MDXagentagentsai-agents
  • prakhar1989/awesome-courses

    prakhar1989/awesome-courses

    66,531GitHubView on GitHub↗

    This project is a community-driven repository of high-quality, university-level computer science courses and learning materials. It serves as an open-source knowledge base, providing developers and students with direct access to structured curricula and academic resources designed to facilitate independent study and te

    awesomeawesome-listcomputer-science

Explore sub-tags

  • AI Agent TutorialsStep-by-step instructions for building, deploying, and managing autonomous software agents powered by large language models.
  • Artificial Intelligence CoursesEducational programs covering machine learning theory, neural network architecture, and practical applications of artificial intelligence.
  • Context Engineering TechniquesMethods for structuring and refining input data to improve the relevance and accuracy of artificial intelligence model outputs.
  • Prompt Engineering DatasetsCollections of text or structured data used to train, test, and evaluate the performance of prompt-based AI interactions.
  • Prompt Engineering GuidesInstructional guides and modules focused on the principles and techniques for crafting effective prompts for generative artificial intelligence.
  • Retrieval Augmented Generation GuidesEducational resources explaining the implementation of retrieval-augmented generation pipelines and their integration with external data sources.