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