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Data & Analytics · Awesome GitHub Repositories

5 repos

Awesome GitHub RepositoriesData & Analytics

Explore 5 awesome GitHub repositories matching education & learning resources · Data & Analytics. Refine with filters or upvote what's useful.

  1. Home
  2. Education & Learning Resources
  3. Educational Resources
  4. Reference & Media
  5. Tutorials, Media & Curated Lists
  6. Technical Tutorials
  7. Data & Analytics

Awesome Data & Analytics 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

    beginner-projectcppgolang
  • jackfrued/Python-100-Days

    jackfrued/Python-100-Days

    178,734GitHubView on GitHub↗

    This project is a comprehensive, day-by-day curriculum designed to guide learners through the Python programming language and its professional applications. The content spans from fundamental syntax and object-oriented design to advanced topics including database management, web development, data analysis, and machine

    Jupyter Notebook
  • bregman-arie/devops-exercises

    bregman-arie/devops-exercises

    81,169GitHubView on GitHub↗

    This project is a comprehensive educational curriculum designed to build proficiency across modern infrastructure, cloud-native technologies, and systems administration. It functions as a reference library and interview preparation resource, offering a structured collection of conceptual questions, practical coding cha

    Pythonansibleawsazure
  • d2l-ai/d2l-zh

    d2l-ai/d2l-zh

    75,708GitHubView on GitHub↗

    This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners

    Pythonbookchinesecomputer-vision
  • 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

  • Data Analysis TutorialsGuides on data manipulation, indexing, and time-series analysis.
  • Data Mining TutorialsEducational content focused on techniques for discovering patterns in large datasets.
  • Data Preprocessing TutorialsGuides and exercises focused on cleaning, manipulating, and preparing datasets for machine learning.
SQL Tutorials
Instructional content covering relational database query language concepts and syntax.
  • Time Series Analysis TutorialsEducational content focused on the statistical analysis of time-ordered data points.
  • Web Scraping TutorialsGuides and project-based materials for automated data extraction from web sources.