An open API service indexing awesome lists of open source software.

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awesome-practice-projects

Guided programming projects for practical skill building by LabEx.

cybersecurity cybersecurity-engineer devops devops-engineer devsecops exercises git hands-on kali labex

89 stars
3 forks
38 projects

Last updated: 09 Aug 2026

python-practice-projects

Python programming projects with guided practice by LabEx.

exercises hands-on labex labex-projects programming projects python

14 stars
1 forks
101 projects

Last updated: 21 Jul 2026

web-development-practice-projects

Web Development programming projects with guided practice by LabEx.

exercises hands-on labex labex-projects programming projects web-development

9 stars
0 forks
101 projects

Last updated: 28 Jul 2026

hadoop-free-tutorials

Practice Hadoop Free Tutorials | This repo collects 81 of free tutorials for Hadoop. Hadoop is a cornerstone of big data processing. This Skill Tree offers a systematic approach to learning the Hadoop ecosystem. Ideal for beginners, it provides a clear roadmap to understand distributed computing ...

awesome awesome-list exercises free free-tutorials hadoop hands-on labex programming tutorials

9 stars
16 forks
31 projects

Last updated: 06 Apr 2026

kubernetes-free-tutorials

Practice Kubernetes Free Tutorials | This repo collects 44 of free tutorials for Kubernetes. Kubernetes is the leading container orchestration platform. This Skill Tree provides a comprehensive learning path to master Kubernetes. Ideal for DevOps beginners, it offers a clear roadmap to understand...

awesome awesome-list exercises free free-tutorials hands-on kubernetes labex programming tutorials

9 stars
3 forks
47 projects

Last updated: 30 Apr 2026

mysql-practice-projects

MySQL programming projects with guided practice by LabEx.

exercises hands-on labex labex-projects mysql programming projects

9 stars
0 forks
90 projects

Last updated: 07 Jul 2026

practice-javascript-programming-projects

Build real JavaScript projects with 104 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list beginner-javascript coding-challenges ecmascript exercises frontend hands-on interactive-web javascript

8 stars
0 forks
107 projects

Last updated: 23 Jan 2026

devops-practice-projects

DevOps programming projects with guided practice by LabEx.

devops exercises hands-on labex labex-projects programming projects

8 stars
0 forks
66 projects

Last updated: 01 Jul 2026

practice-cysec-programming-courses

Cyber Security Programming Courses | This repo collects 7 of programming courses for Cyber Security. Cyber Security is crucial in our increasingly connected world. This Skill Tree presents a comprehensive learning path for aspiring security professionals. Starting from the basics, it guides you t...

awesome awesome-list courses cysec exercises hands-on labex programming

7 stars
2 forks
35 projects

Last updated: 23 Feb 2026

cysec-free-tutorials

Practice Cyber Security Free Tutorials | This repo collects 76 of free tutorials for Cyber Security. Cyber Security is crucial in our increasingly connected world. This Skill Tree presents a comprehensive learning path for aspiring security professionals. Starting from the basics, it guides you t...

awesome awesome-list cysec exercises free free-tutorials hands-on labex programming tutorials

6 stars
1 forks
34 projects

Last updated: 18 Apr 2026

devops-free-tutorials

Free DevOps tutorials for beginners with 464 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

automation awesome awesome-list cloudcomputing containerization continuousdelivery continuousintegration devops exercises free

6 stars
2 forks
467 projects

Last updated: 14 Feb 2026

java-practice-projects

Java programming projects with guided practice by LabEx.

exercises hands-on java labex labex-projects programming projects

6 stars
0 forks
34 projects

Last updated: 01 Jul 2026

docker-free-tutorials

Practice Docker Free Tutorials | This repo collects 41 of free tutorials for Docker. Docker is revolutionizing application deployment and scaling. This Skill Tree offers a systematic way to learn containerization with Docker. Ideal for DevOps beginners, it provides a clear roadmap for understandi...

awesome awesome-list docker exercises free free-tutorials hands-on labex programming tutorials

4 stars
3 forks
44 projects

Last updated: 25 Mar 2026

practice-opencv-programming-projects

[Practice OpenCV Programming Projects] This repository collects 2 of programming projects for OpenCV. OpenCV is a library of programming functions mainly aimed at real-time computer vision. Originally developed by Intel, it was later supported by Willow Garage then Itseez. The library is cross-pl...

awesome awesome-list education hands-on labex opencv programming projects

3 stars
0 forks
35 projects

Last updated: 27 Jun 2026

django-free-tutorials

Practice Django Free Tutorials | This repo collects 7 of free tutorials for Django. Django is a powerful framework for web development. This Skill Tree presents a comprehensive learning path for building web applications with Django. Perfect for beginners, it offers a structured roadmap to master...

awesome awesome-list django exercises free free-tutorials hands-on labex programming tutorials

3 stars
0 forks
34 projects

Last updated: 13 Jan 2026

practice-algorithm-programming-courses

Algorithm Programming Courses | This repo collects 1 of programming courses for Algorithm. Algorithms are the foundation of computer science and programming. This Skill Tree provides a comprehensive learning path for mastering algorithmic problem-solving. Perfect for beginners and experienced pro...

algorithm awesome awesome-list courses exercises hands-on labex programming

3 stars
0 forks
35 projects

Last updated: 15 Jun 2025

ml-free-tutorials

Free Machine Learning tutorials for beginners with 1001 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list exercises free free-tutorials hands-on labex ml programming tutorials

3 stars
0 forks
1,004 projects

Last updated: 15 Oct 2025

bigdata-free-tutorials

Free Big Data tutorials for beginners with 56 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list bigdata exercises free free-tutorials hands-on labex programming tutorials

2 stars
0 forks
59 projects

Last updated: 15 Feb 2026

data-science-practice-projects

Data Science programming projects with guided practice by LabEx.

data-science exercises hands-on labex labex-projects programming projects

2 stars
1 forks
39 projects

Last updated: 07 Jul 2026

practice-algorithm-programming-projects

Practice Algorithm Programming Projects | This repo collects 1 of programming projects for Algorithm. Algorithms are the foundation of computer science and programming. This Skill Tree provides a comprehensive learning path for mastering algorithmic problem-solving. Perfect for beginners and expe...

algorithm awesome awesome-list exercises hands-on labex programming projects

2 stars
0 forks
32 projects

Last updated: 15 Jun 2025

practice-css-programming-projects

Build real CSS projects with 49 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list beginner-friendly css css-layout css-mastery css-tutorial exercises frontend-development hands-on

2 stars
0 forks
52 projects

Last updated: 23 Oct 2025

comptia-free-tutorials

Free CompTIA tutorials for beginners with 287 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

a-plus awesome awesome-list cloud-essentials comptia exercises free free-tutorials hands-on it-career

2 stars
0 forks
290 projects

Last updated: 25 Feb 2026

practice-cysec-programming-projects

Practice Cyber Security Programming Projects | This repo collects 5 of programming projects for Cyber Security. Cyber Security is crucial in our increasingly connected world. This Skill Tree presents a comprehensive learning path for aspiring security professionals. Starting from the basics, it g...

awesome awesome-list cysec exercises hands-on labex programming projects

2 stars
0 forks
35 projects

Last updated: 26 Apr 2025

rust-free-tutorials

Practice Rust Free Tutorials | This repo collects 241 of free tutorials for Rust. Rust is a modern systems programming language. This Skill Tree presents a systematic approach to learning Rust. Designed for programmers looking to explore systems-level development, it provides a clear roadmap to u...

awesome awesome-list exercises free free-tutorials hands-on labex programming rust tutorials

2 stars
0 forks
34 projects

Last updated: 20 Dec 2024

practice-html-programming-projects

Build real HTML projects with 57 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list beginner-friendly coding-tutorial educational exercises frontend hands-on html html-course

2 stars
0 forks
60 projects

Last updated: 23 Oct 2025

cybersecurity-practice-projects

Cybersecurity programming projects with guided practice by LabEx.

cybersecurity exercises hands-on labex labex-projects programming projects

1 stars
0 forks
62 projects

Last updated: 01 Jul 2026

practice-jquery-programming-projects

[Practice jQuery Programming Projects] This repository collects 13 of programming projects for jQuery. jQuery is a JavaScript library designed to simplify HTML DOM tree traversal and manipulation, as well as event handling, CSS animation, and Ajax. It is free, open-source software using the permi...

awesome awesome-list education hands-on jquery labex programming projects

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-hadoop-programming-courses

Hadoop Programming Courses | This repo collects 3 of programming courses for Hadoop. Hadoop is a cornerstone of big data processing. This Skill Tree offers a systematic approach to learning the Hadoop ecosystem. Ideal for beginners, it provides a clear roadmap to understand distributed computing ...

awesome awesome-list courses exercises hadoop hands-on labex programming

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-opencv-programming-courses

OpenCV Programming Courses | This repo collects 1 of programming courses for OpenCV. OpenCV is a leading library for computer vision and image processing. This Skill Tree offers a comprehensive learning path for mastering OpenCV. Ideal for beginners in computer vision, it provides a structured ro...

awesome awesome-list courses exercises hands-on labex opencv programming

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-jquery-programming-courses

jQuery Programming Courses | This repo collects 1 of programming courses for jQuery. jQuery simplifies HTML document traversing and manipulation. This Skill Tree presents a systematic approach to learning this popular JavaScript library. Perfect for web development beginners, it offers a clear ro...

awesome awesome-list courses exercises hands-on jquery labex programming

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-django-programming-courses

Django Programming Courses | This repo collects 1 of programming courses for Django. Django is a powerful framework for web development. This Skill Tree presents a comprehensive learning path for building web applications with Django. Perfect for beginners, it offers a structured roadmap to maste...

awesome awesome-list courses django exercises hands-on labex programming

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-hadoop-programming-projects

[Practice Hadoop Programming Projects] This repository collects 2 of programming projects for Hadoop. Unlock the power of Hadoop and learn to handle big data across clusters efficiently. Our Skill Tree guides you from Hadoop basics like HDFS and MapReduce to advanced topics such as YARN and Apach...

awesome awesome-list education hadoop hands-on labex programming projects

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

practice-rust-programming-courses

Rust Programming Courses | This repo collects 2 of programming courses for Rust. Rust is a modern systems programming language. This Skill Tree presents a systematic approach to learning Rust. Designed for programmers looking to explore systems-level development, it provides a clear roadmap to un...

awesome awesome-list courses exercises hands-on labex programming rust

1 stars
0 forks
35 projects

Last updated: 20 Dec 2024

opencv-free-tutorials

Practice OpenCV Free Tutorials | This repo collects 5 of free tutorials for OpenCV. OpenCV is a leading library for computer vision and image processing. This Skill Tree offers a comprehensive learning path for mastering OpenCV. Ideal for beginners in computer vision, it provides a structured roa...

awesome awesome-list exercises free free-tutorials hands-on labex opencv programming tutorials

1 stars
0 forks
34 projects

Last updated: 20 Dec 2024

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awesome-list 4,522 awesome 4,015 awesome-lists 651 machine-learning 494 list 428 deep-learning 403 ai 351 resources 338 llm 313 python 235 hacktoberfest 229 lists 205 javascript 201 artificial-intelligence 191 security 186 ai-agents 174 open-source 173 programming 156 computer-vision 150 blockchain 147 large-language-models 140 curated-list 136 nlp 131 mcp 127 tools 126 chatgpt 115 data-science 114 react 111 developer-tools 105 android 99 natural-language-processing 94 devops 90 learning 90 awesome-readme 90 linux 87 cybersecurity 86 ios 83 papers 82 ai-tools 82 awesome-resources 82 reinforcement-learning 80 generative-ai 79 ethereum 77 openai 76 claude-code 75 css 74 robotics 74 rust 70 nodejs 67 kubernetes 67 computer-science 65 survey 64 collection 63 golang 61 playground 61 macos 61 claude 60 game-development 60 design 60 datasets 60 java 59 free-resources 59 automation 58 prompt-engineering 58 getvm 57 web3 57 privacy 56 php 56 agentic-ai 56 hacking 56 agent 55 bitcoin 54 frontend 53 education 52 llms 52 tutorial 51 swift 51 agent-skills 51 go 51 gpt 50 free 50 paper 50 research 49 web 49 typescript 49 dataset 48 books 48 security-tools 48 tutorials 48 github 48 agents 47 api 46 opensource 46 deep-neural-networks 46 data 46 cryptocurrency 45 productivity 45 development 45 cloud 44 diffusion-models 44 data-visualization 43 paper-list 43 rag 43 html 42 database 42 vue 41 docker 41 gamedev 41 documentation 41 anthropic 40 open-data 40 software 40 community 40 ml 40 web-development 38 collections 38 game 37 neural-network 36 cli 35 model-context-protocol 35 testing 35 self-hosted 35 multimodal 35 reactjs 34 aws 34 prompts 34 iot 34 crypto 34 hands-on 34 labex 34 courses 33 exercises 33 ai-agent 33 cpp 33 algorithms 33 software-engineering 33 graph-neural-networks 32 video 32 defi 32 marketing 32 skills 32 flutter 32 framework 32 hardware 32 solidity 31 games 31 penetration-testing 31 react-native 31 mlops 31 transformer 30 saas 30 bioinformatics 30 architecture 30 gemini 30 projects 30 libraries 30 ruby 30 pentesting 29 reverse-engineering 29 dotnet 29 image-generation 29 mobile 29 knowledge-graph 28 object-detection 28 csharp 28 video-generation 28 llm-agents 28 plugins 28 best-practices 28 microsoft 28 smart-contracts 28 data-analysis 28 music 27 foundation-models 27 tensorflow 27 links 27 windows 27 osint 27 science 27 slam 27 openclaw 27 cryptography 27 pytorch 27 angular 27 ui 26 serverless 26 jobs 26 self-supervised-learning 26 markdown 26 library 26 mcp-server 26 nextjs 26 time-series 25 kotlin 25 git 25 django 25 data-mining 25 infosec 25 3d 25 learning-resources 25 segmentation 24 chatbot 24 computer-graphics 24 deepseek 24 langchain 24 seo 24 roadmap 24 codex 24 autonomous-agents 24 embedded 24 chinese 24 neural-networks 24 mathematics 24 mcp-servers 23 audio 23 cloud-computing 23 unity 23 reasoning 23 autonomous-driving 23 vibe-coding 23 sql 23 devsecops 23 game-engine 23 awesomeness 23 blog 23 interview 23 engineering 23 awsome-list 23 startups 23 apple 23 python3 22 software-development 22 coding 22 benchmark 22 website 22 text-to-image 22 llama 22 c 22 programming-language 22 decentralized 22 claude-skills 22 networking 22 startup 22 finance 22 federated-learning 22 graphql 21 visualization 21 cursor 21 azure 21 blogs 21 gpt-3 21 awsome 21 hacktoberfest-accepted 21 deeplearning 21 apps 21 monitoring 21 embodied-ai 21 r 21 terminal 20 opendata 20 js 20 graph 20 gis 20 transformers 20 optimization 20 ai-coding 20 youtube 20 curated 20 stable-diffusion 20 raspberry-pi 19 cloud-native 19 gpt-4 19 multi-agent 19 statistics 19 ai-safety 19 speech-recognition 19 machinelearning 19 representation-learning 19 backend 19 big-data 19 generative-art 19 telegram 19 swiftui 18 vlm 18 code 18 prompt 18 remote-sensing 18 laravel 18 data-structures 18 front-end 18 aigc 18 analytics 18 guidelines 18 bugbounty 18 nerf 17 foss 17 malware-analysis 17 pentest 17 android-development 17 autonomous-vehicles 17 command-line 17 quantization 17 bash 17 large-language-model 17 generative-model 17 data-engineering 17 github-actions 17 containers 17 webgl 17 animation 17 cheatsheet 17 mllm 17 image-processing 17 spain 16 medical-imaging 16 espana 16 pose-estimation 16 language 16 articles 16 text-to-video 16 ros 16 technology 16 videos 16 anomaly-detection 16 distributed-systems 16 system-design 16 databases 16 bert 16 microservices 16 dart 16 algorithm 16 readme 16 performance 16 llmops 16 reddit 16 knowledge 16 gaming 16 evm 15 selfhosted 15 ai-security 15 diffusion 15 awesome-ai 15 art 15 students 15 copilot 15 p2p 15 mysql 15 mac 15 code-generation 15 vscode 15 recommender-system 15 solana 15 resource 15 coding-agents 15 vuejs 15 drones 15 cms 15 react-components 15 detection 15 leetcode 15 multimodal-large-language-models 15 multimodal-deep-learning 15 google 15 npm 15 ecommerce 15 uav 15 beginner-friendly 15 webassembly 15 wasm 15 software-architecture 14 frameworks 14 oss 14 multimodal-learning 14 utilities 14 yolo 14 mobile-development 14 3d-graphics 14 ai-art 14 generative-adversarial-network 14 graphics 14 icons 14 wordpress 14 planning 14 software-libre 14 vector-database 14 language-model 14 dotnet-core 14 vision-language-model 14 trading 14 android-library 14 healthcare 14 knowledge-base 14 discord 14 gan 14 podcast 14 ui-design 14 rest-api 13 node 13 quantum-computing 13 sustainability 13 datos-abiertos 13 developer 13 multi-agent-systems 13 microservice 13 automl 13 ai-video 13 interview-questions 13 few-shot-learning 13 simulation 13 svelte 13 sre 13 programming-languages 13 unicorns 13 speech-to-text 13 static-analysis 13 ctf 13 geospatial 13 model-compression 13 webdevelopment 13 continual-learning 13 bug-bounty 13 transfer-learning 13 workflow 13 threat-intelligence 13 deep-reinforcement-learning 13 search 13 sysadmin 13 infrastructure 13 semantic-segmentation 13 objective-c 13 pwa 13 dapp 13 open-science 13 storage 13 drone 13 rl 13 observability 13 free-software 13 time-series-analysis 13 evaluation 12 es6 12 infrastructure-as-code 12 web-design 12 chain-of-thought 12 machine-learning-algorithms 12 postgresql 12 webapp 12 neuroscience 12 fuzzing 12 social-media 12 vulnerabilities 12 elasticsearch 12 email 12 cyber-security 12 edge-computing 12 compliance 12 guide 12 xai 12 cross-platform 12 ux 12 ros2 12 memory 12 authentication 12 cicd 12 article 12 reading-list 12 fintech 12 test-automation 12 vision-and-language 12 cuda 12 social-network 12 graphics-programming 12 llm-security 12 leadership 12 application 12 lua 12 question-answering 12 gpu 12 static-site-generator 12 prompt-injection 12 search-engine 12 rails 12 privacy-tools 12 image 12 creative-coding 12 hacking-tools 11 physics 11 font 11 retrieval-augmented-generation 11 qwen 11 point-cloud 11 indonesia 11 classification 11 data-analytics 11 llm-agent 11 webpack 11 templates 11 swift-library 11 vr 11 ai-development 11