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AI and Machine Learning Roadmaps · Awesome GitHub Repositories

3 repos

Awesome GitHub RepositoriesAI and Machine Learning Roadmaps

Curricula focused on the development, deployment, and security of artificial intelligence models, distinct from general data science or software development.

Explore 3 awesome GitHub repositories matching education & learning resources · AI and Machine Learning Roadmaps. Refine with filters or upvote what's useful.

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  5. AI and Machine Learning Roadmaps

Awesome AI and Machine Learning Roadmaps GitHub Repositories

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  • kamranahmedse/developer-roadmap

    kamranahmedse/developer-roadmap

    349,419GitHubView on GitHub↗

    This project is a comprehensive repository of structured learning paths and professional development curricula designed to guide individuals through various technical domains and career roles. It provides a hierarchical knowledge base that organizes complex software engineering concepts into progressive, actionable mod

    TypeScriptangular-roadmapbackend-roadmapblockchain-roadmap
  • 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
  • Developer-Y/cs-video-courses

    Developer-Y/cs-video-courses

    74,064GitHubView on GitHub↗

    This project is a community-driven educational repository that serves as a comprehensive directory of university-level computer science video lectures. It provides a structured learning path for students and professionals, aggregating high-quality academic resources to facilitate self-paced study across a wide range of

    algorithmsbioinformaticscomputational-biology

Explore sub-tags

  • AI Security GuidesInstructional guides and modules focused on security best practices for integrating artificial intelligence into software.
  • AI-Assisted Development RoadmapsStructured learning paths for utilizing artificial intelligence tools to accelerate and improve software development workflows.
  • Advanced Machine Learning CurriculaEducational video courses and instructional materials covering advanced topics in machine learning.
Data Science Roadmaps
Structured learning paths for acquiring the statistical and programming skills required to collect and process data.
  • MLOps RoadmapsStructured learning paths for automating the lifecycle of machine learning models from data preparation to deployment.
  • Machine Learning RoadmapsStructured learning paths for mastering machine learning model training, data processing, and deployment techniques.