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Systems & Applied Computing · Awesome GitHub Repositories

32 repos

Awesome GitHub RepositoriesSystems & Applied Computing

Explore 32 awesome GitHub repositories matching education & learning resources · Systems & Applied Computing. Refine with filters or upvote what's useful.

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Awesome Systems & Applied Computing GitHub Repositories

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  • 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

    Explains fundamental concepts, algorithms, and implementation techniques required for building and deploying machine learning models.

    Jupyter Notebookdata-scienceeducationmachine-learning
  • 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

    Start learning the fundamentals of continuous delivery pipelines with introductory guides and configuration tutorials.

    Pythonansibleawsazure
  • syncthing/syncthing

    syncthing/syncthing

    80,036GitHubView on GitHub↗

    Syncthing is a decentralized file synchronization engine that maintains consistent data states across multiple devices through peer-to-peer mesh networking. It operates as a background daemon that automatically replicates file creations, modifications, and deletions between trusted nodes without requiring central serve

    Facilitates secure, direct communication channels between distributed systems while bypassing third-party intermediaries.

    Gogop2ppeer-to-peer
  • ByteByteGoHq/system-design-101

    ByteByteGoHq/system-design-101

    79,676GitHubView on GitHub↗

    This project is a centralized engineering knowledge repository that provides a structured curriculum for mastering system design, architectural patterns, and fundamental software development workflows. It serves as a professional development resource for engineers, offering foundational knowledge and real-world case st

    Explains fundamental networking and infrastructure concepts through clear graphical overviews and descriptive resources.

    awscloud-computingcoding-interviews
  • modelcontextprotocol/servers

    modelcontextprotocol/servers

    79,000GitHubView on GitHub↗

    The Model Context Protocol is a standardized communication framework designed to connect language models to external data sources, functional tools, and interactive user interfaces. It provides a vendor-neutral interface layer that enables AI hosts to discover and execute capabilities across heterogeneous service envir

    Manages the exchange and agreement of functional capabilities between clients and servers during session initialization.

    TypeScript
  • 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

    Unpacks the mechanisms behind transformer-based models for interpreting complex text data through structured lessons.

    Pythonbookchinesecomputer-vision
  • 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

    Offers practical documentation for building, fine-tuning, and deploying modern language models.

    courselarge-language-modelsllm
  • localsend/localsend

    localsend/localsend

    75,231GitHubView on GitHub↗

    LocalSend is a cross-platform utility designed for secure, peer-to-peer file transfers between devices on the same local network. By establishing direct, encrypted communication channels, the application enables users to share files without relying on external servers, cloud storage, or active internet connectivity. T

    Maintains secure socket channels for direct data transmission without relying on intermediate servers.

    Dartdartfile-sharingflutter
  • 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

    Links to university-level lectures covering numerical methods for simulating physical phenomena.

    algorithmsbioinformaticscomputational-biology
  • redis/redis

    redis/redis

    73,096GitHubView on GitHub↗

    Redis is an in-memory, key-value database designed to provide sub-millisecond latency for read and write operations. It functions as a versatile data platform, serving as a distributed cache, a message broker, a NoSQL document store, and a vector database. The system utilizes an event-driven, single-threaded loop to pr

    Maintains data consistency by performing synchronous updates that propagate through the cache to the underlying storage.

    Ccachecachingdatabase
  • awesomedata/awesome-public-datasets

    awesomedata/awesome-public-datasets

    72,846GitHubView on GitHub↗

    This project is a community-maintained, open-access directory of high-quality public datasets. It serves as a centralized reference point for researchers, developers, and data scientists to locate reliable information sources across a wide spectrum of industries and scientific fields. By providing a structured index, t

    Distributes networking traffic logs and infrastructure datasets for academic instruction.

    aaron-swartzawesome-public-datasetsdatasets
  • tensorflow/tfjs-examples

    tensorflow/tfjs-examples

    6,783GitHubView on GitHub↗

    This repository provides a collection of practical demonstrations and implementation guides for machine learning tasks using TensorFlow.js. It serves as a resource for developers to explore model architectures, training workflows, and data manipulation techniques across domains such as computer vision, natural language

    Educational examples illustrate the implementation of generative adversarial network architectures, including associated input types and task-specific logic.

    JavaScript
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Explore sub-tags

  • Infrastructure Architecture7 sub-tagsGuides for system architecture concepts.
  • Machine Learning Education12 sub-tagsMaterials focused on teaching fundamental concepts, algorithms, and implementation techniques for machine learning models.
  • Scientific and Specialized Computing4 sub-tags