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An interactive, browser-based learning tool that helps complete beginners build mental models around HTML and CSS and Javascript through visual, hands-on exercises. Built for students fresh out of high school who have never written a line of code. No prior knowledge required.
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
A comprehensive Python cheat sheet with code examples, built-in functions, module references, and hands-on labs by LabEx.
[Read-Only] All R code and source files for the online guide "Doing Meta-Analysis with R: A Hands-On Guide"
Hands-on Exploratory Data Analysis with Python, published by Packt
Free hands-on digital forensics labs for students and faculty
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Datasets used in the book Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow
A comprehensive repository for mastering DevOps skills and tools. Explore topics like Docker, Kubernetes, Ansible, Terraform, and more. Ideal for beginners and experienced professionals alike, with hands-on examples and detailed documentation to enhance your DevOps journey.
🚀 Real-world DevOps projects for aspiring engineers — Beginner to Advanced. Covers AWS, Kubernetes, Docker, CI/CD, Terraform, Jenkins, and more. Hands-on learning with step-by-step guides.
Embedded Linux learning and development resources covering Linux environment, system building, drivers, applications, troubleshooting, and hands-on projects.
Damn Vulnerable Drone is an intentionally vulnerable drone hacking simulator based on the popular ArduPilot/MAVLink architecture, providing a realistic environment for hands-on drone hacking.
Hands-On Learning in Computer Vision
Best hands-on lab for learning the fundamentals of cybersecurity and penetration testing workflows also packaged as Docker containers for fast, safe setup.
Hands-on labs for extending Microsoft 365 Copilot and building custom engine agents
This comprehensive CKA learning path repo equips aspiring Kubernetes administrators with all the knowledge and resources to ace the CKA exam on the first try. Includes in-depth explanations, hands-on labs, and valuable study materials. Pass the CKA and unlock your Kubernetes potential today!
Hands-on LLM Engineering including Agentic AI Project
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Hands-on crash course for Claude Code with branch-based projects on MCP, subagents, hooks, and automation.
Claude Code guide in three levels, Beginner to Advanced: hands-on lessons with checked exercises, every volatile fact cited to its source. Independent community guide.
🍎 One kernel a day keeps high latency away. A hands-on CUDA learning path featuring a rich collection of kernels, from the basics to peak performance, seamlessly integrated as PyTorch C++ extensions.
Hands-on tutorials for building AI agents from scratch. Learn LLM APIs, prompt engineering, tool calling, and the agent loop through practical examples.
The IQ Series is a hands-on learning experience for Microsoft IQ: Microsoft's unified intelligence layer for the enterprise, spanning Foundry IQ, Work IQ, and Fabric IQ. The series includes video episodes, Jupyter notebooks, and Azure deployment templates.
MLOps for DevOps Engineers - A hands-on, project-based guide to Machine Learning Operations
A PyTorch coding practice platform — covering LLM, Diffusion, PEFT, and more A friendly environment to help you deeply understand deep learning components through hands-on practice. Like LeetCode, but for tensors. Self-hosted. Supports both Jupyter and Web interfaces.
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video
《Agentic Design Patterns 智能体设计模式》 最佳中文版 pdf，中英文版本，包含原文 + 中文批注, A Hands-On Guide to Building Intelligent Systems
🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
A comprehensive open-source book on the Precision Time Protocol (IEEE 1588/gPTP). From thought experiments to protocol internals, LinuxPTP source code analysis, and a hands-on ptp-lite implementation (~1000 lines C). A complete guide from theory to running code.