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Data Science Curricula · Awesome GitHub Repositories

3 repos

Awesome GitHub RepositoriesData Science Curricula

Foundational training paths for developing competencies in statistical analysis, data manipulation, and machine learning.

Explore 3 awesome GitHub repositories matching education & learning resources · Data Science Curricula. Refine with filters or upvote what's useful.

  1. Home
  2. Education & Learning Resources
  3. Educational Resources
  4. Courses, Training & Certifications
  5. Courses & Structured Learning
  6. Computer Science Curricula
  7. Machine Learning Curricula
  8. Data Science Curricula

Awesome Data Science Curricula GitHub Repositories

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  • practical-tutorials/project-based-learning

    practical-tutorials/project-based-learning

    258,742GitHubView on GitHub↗

    This project is a centralized, community-driven repository of hands-on tutorials designed to facilitate skill acquisition through the practical construction of real-world software applications. It serves as a comprehensive directory that aggregates external documentation and instructional materials, providing a structu

    Analyze complex datasets by applying statistical methods and visualization techniques within structured data science projects.

    beginner-projectcppgolang
  • microsoft/Web-Dev-For-Beginners

    microsoft/Web-Dev-For-Beginners

    95,318GitHubView on GitHub↗

    This project is an open-source educational curriculum designed to facilitate technical skill acquisition through a structured, project-based learning framework. It serves as a centralized knowledge base that guides learners through foundational web development concepts, modern programming logic, and advanced technical

    Offers foundational training paths to develop competencies in data manipulation, statistical analysis, and machine learning.

    JavaScriptcsscurriculumeducation
  • microsoft/ML-For-Beginners

    microsoft/ML-For-Beginners

    83,800GitHubView on GitHub↗

    This project is an open-source educational curriculum designed to provide a structured path for developers to master machine learning and generative AI. It functions as a technical skill development platform, offering comprehensive study materials that guide learners through fundamental concepts, algorithms, and the pr

    Builds core competencies in statistical analysis, data visualization, and trend identification using industry-standard tools.

    Jupyter Notebookdata-scienceeducationmachine-learning