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AI and Machine Learning Tutorials · Awesome GitHub Repositories

4 repos

Awesome GitHub RepositoriesAI and Machine Learning Tutorials

Educational content covering the design, implementation, and prompting of artificial intelligence models and autonomous agents.

Explore 4 awesome GitHub repositories matching education & learning resources · AI and Machine Learning Tutorials. Refine with filters or upvote what's useful.

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  • josephmisiti/awesome-machine-learning

    josephmisiti/awesome-machine-learning

    71,702GitHubView on GitHub↗

    This project is a comprehensive, community-driven directory of machine learning resources, software libraries, and educational materials. It serves as a centralized knowledge base for developers and researchers, organizing tools and frameworks by their primary programming language and technical domain to simplify disco

    Python
  • openai/openai-cookbook

    openai/openai-cookbook

    71,532GitHubView on GitHub↗

    This project is a technical learning resource and developer knowledge base focused on the integration of large language models into software applications. It provides a structured collection of guides and code examples designed to teach developers how to implement intelligent features using proven patterns and best pra

    Jupyter Notebookchatgptgpt-4openai
  • 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 Development GuidesTutorials and documentation for building autonomous software agents capable of performing tasks using artificial intelligence.
  • Artificial Intelligence ConceptsCurated guides and code examples designed to teach developers core concepts and integration techniques for artificial intelligence systems.
  • Information Extraction GuidesGuides for developing systems that automatically identify and extract structured data from unstructured text sources.
  • Large Language Models
Large-scale neural network models trained on vast datasets to perform complex natural language processing tasks.
  • Machine Learning BooksPublished literature and textbooks providing in-depth knowledge on machine learning algorithms and implementation practices.
  • Machine Learning CoursesStructured training programs that teach the theory and practical application of machine learning models.
  • Model Prompting GuidesBest practices and techniques for crafting effective inputs to optimize the performance of generative AI models.
  • Prompt Engineering CoursesCourses dedicated to mastering the art of designing and refining prompts for large language models.