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

"hands-on" Awesome Lists

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

17 stars
2 forks
101 projects

Last updated: 23 Aug 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

10 stars
3 forks
47 projects

Last updated: 13 Sep 2026

mysql-practice-projects

MySQL programming projects with guided practice by LabEx.

exercises hands-on labex labex-projects mysql programming projects

10 stars
0 forks
90 projects

Last updated: 08 Sep 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

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-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-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

8 stars
2 forks
467 projects

Last updated: 13 Sep 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

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

5 stars
3 forks
44 projects

Last updated: 13 Sep 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

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

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

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-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

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

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

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

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

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-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-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-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-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-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 4,656 awesome 4,098 awesome-lists 654 machine-learning 496 list 446 deep-learning 404 ai 357 resources 355 llm 345 python 241 hacktoberfest 230 ai-agents 209 lists 206 javascript 203 artificial-intelligence 194 security 185 curated-list 171 open-source 166 programming 157 computer-vision 150 blockchain 147 large-language-models 145 mcp 144 tools 129 nlp 129 chatgpt 116 developer-tools 114 data-science 114 react 110 android 101 natural-language-processing 93 awesome-readme 92 learning 92 ai-tools 91 generative-ai 90 devops 90 cybersecurity 88 linux 88 claude-code 88 awesome-resources 84 ios 84 papers 82 reinforcement-learning 82 openai 81 ethereum 77 robotics 76 css 73 rust 70 nodejs 68 computer-science 66 kubernetes 66 prompt-engineering 66 claude 65 survey 65 collection 64 agent 64 java 63 agentic-ai 63 macos 63 automation 62 design 62 playground 61 datasets 61 golang 60 agent-skills 60 game-development 60 free-resources 59 hacking 57 web3 57 getvm 57 php 57 privacy 55 education 54 bitcoin 54 swift 53 llms 53 frontend 53 tutorial 52 typescript 52 go 52 github 51 gpt 50 productivity 50 research 50 paper 50 agents 50 free 50 security-tools 49 web 49 dataset 49 tutorials 48 books 48 diffusion-models 47 api 46 deep-neural-networks 46 rag 46 data 46 paper-list 45 development 45 cryptocurrency 45 cloud 44 open-data 44 data-visualization 43 skills 43 plugins 43 database 42 html 42 gamedev 42 documentation 42 docker 42 opensource 42 community 41 software 41 anthropic 41 vue 41 model-context-protocol 40 ml 40 self-hosted 39 collections 38 deepseek 38 web-development 38 game 37 multimodal 37 prompts 37 ai-agent 36 neural-network 36 saas 36 cpp 36 cli 36 crypto 35 iot 35 testing 35 video-generation 35 labex 34 aws 34 software-engineering 34 hands-on 34 reactjs 34 exercises 33 courses 33 marketing 33 algorithms 33 graph-neural-networks 32 framework 32 reverse-engineering 32 defi 32 games 32 pentesting 32 mlops 32 video 32 flutter 32 hardware 32 dotnet 32 penetration-testing 31 react-native 31 llm-agents 31 solidity 31 codex 30 bioinformatics 30 architecture 30 libraries 30 image-generation 30 projects 30 microsoft 30 ruby 30 gemini 30 transformer 30 windows 29 mobile 29 knowledge-graph 29 csharp 29 best-practices 29 openclaw 28 osint 28 object-detection 28 data-analysis 28 ui 28 pytorch 28 music 28 smart-contracts 28 learning-resources 28 cursor 28 cryptography 28 science 27 angular 27 git 27 foundation-models 27 tensorflow 27 vibe-coding 27 links 27 slam 27 library 27 chinese 27 self-supervised-learning 26 jobs 26 markdown 26 autonomous-agents 26 serverless 26 interview 26 nextjs 26 infosec 26 time-series 25 seo 25 mathematics 25 mcp-server 25 chatbot 25 3d 25 data-mining 25 django 25 audio 24 python3 24 awsome-list 24 roadmap 24 text-to-image 24 text-to-video 24 c 24 embedded 24 claude-skills 24 deepseek-harness 24 kotlin 24 jev 24 startup 24 neural-networks 24 computer-graphics 24 segmentation 23 reasoning 23 dsh 23 mcp-servers 23 langchain 23 blog 23 unity 23 autonomous-driving 23 startups 23 game-engine 23 apple 23 sql 23 cloud-computing 23 finance 23 engineering 23 networking 23 awesomeness 23 apps 22 azure 22 coding 22 website 22 programming-language 22 federated-learning 22 software-development 22 llama 22 devsecops 22 js 21 visualization 21 gis 21 hacktoberfest-accepted 21 r 21 blogs 21 ai-coding 21 stable-diffusion 21 gpt-3 21 benchmark 21 terminal 21 graphql 21 optimization 21 dsh-plugin 21 graph 21 awsome 21 deeplearning 21 monitoring 21 decentralized 21 embodied-ai 21 multi-agent 20 transformers 20 youtube 20 opendata 20 ai-safety 20 remote-sensing 20 ai-video 19 cheatsheet 19 statistics 19 cloud-native 19 telegram 19 gpt-4 19 big-data 19 representation-learning 19 generative-art 19 vlm 19 swiftui 19 curated 19 raspberry-pi 19 backend 19 pentest 18 ai-security 18 guidelines 18 code 18 foss 18 command-line 18 software-libre 18 large-language-model 18 speech-recognition 18 machinelearning 18 bugbounty 18 front-end 18 data-structures 18 laravel 18 analytics 18 prompt 18 quantization 17 data-engineering 17 malware-analysis 17 animation 17 vscode 17 knowledge 17 mllm 17 android-development 17 aigc 17 llmops 17 github-actions 17 nerf 17 bash 17 autonomous-vehicles 17 containers 17 performance 17 image-processing 17 coding-agents 17 gaming 17 webgl 17 reddit 16 anomaly-detection 16 ros 16 classification 16 dart 16 technology 16 databases 16 awesome-ai 16 pose-estimation 16 microservices 16 cms 16 medical-imaging 16 readme 16 datos-abiertos 16 espana 16 system-one 16 articles 16 videos 16 generative-model 16 spain 16 system-design 16 algorithm 16 language 16 ecommerce 16 diffusion 16 distributed-systems 16 selfhosted 16 memory 16 bert 16 copilot 16 multimodal-deep-learning 15 react-components 15 solana 15 free-software 15 llm-tools 15 npm 15 p2p 15 trading 15 multimodal-large-language-models 15 mysql 15 beginner-friendly 15 evm 15 drones 15 uav 15 recommender-system 15 xai 15 google 15 detection 15 students 15 llm-security 15 vuejs 15 mac 15 art 15 code-generation 15 leetcode 15 resource 15 typesafe 14 vector-database 14 software-architecture 14 icons 14 healthcare 14 observability 14 evaluation 14 knowledge-base 14 wordpress 14 node 14 multimodal-learning 14 discord 14 gan 14 objective-c 14 ai-art 14 multi-agent-systems 14 bug-bounty 14 generative-adversarial-network 14 threat-intelligence 14 interview-questions 14 open-science 14 transfer-learning 14 oss 14 language-model 14 planning 14 dotnet-core 14 vision-language-model 14 podcast 14 ctf 14 sysadmin 14 frameworks 14 yolo 14 graphics 14 android-library 14 ui-design 14 mobile-development 14 sustainability 14 workflow 14 3d-graphics 14 wasm 14 webassembly 14 storage 13 quantum-computing 13 svelte 13 search 13 speech-to-text 13 programming-languages 13 unicorns 13 rl 13 sre 13 dapp 13 guide 13 utilities 13 developer 13 automl 13 continual-learning 13 simulation 13 microservice 13 deep-reinforcement-learning 13 geospatial 13 ux 13 semantic-segmentation 13 pwa 13 infrastructure 13 compliance 13 lua 13 typesafe-ai 13 neuroscience 13 time-series-analysis 13 static-analysis 13 fintech 13 webdevelopment 13 rest-api 13 few-shot-learning 13 drone 13 social-media 12 vulnerabilities 12 edge-computing 12 chain-of-thought 12 search-engine 12 leadership 12 vision-and-language 12 email 12 graphics-programming 12 authentication 12 cross-platform 12 ros2 12 rails 12 prompt-injection 12 ai-development 12 cuda 12 math 12 unity3d 12 management 12 quantitative-finance 12 fuzzing 12 webapp 12 hacking-tools 12 infrastructure-as-code 12 cyber-security 12 static-site-generator 12 privacy-tools 12 machine-learning-algorithms 12 alternatives 12 creative-coding 12 article 12 image 12 gobierno-abierto 12 directory 12 gpu 12 video-editing 12 test-automation 12 cicd 12 es6 12 social-network 12 question-answering 12 reading-list 12 postgresql 12