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

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

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

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-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-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

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

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 4,579 awesome 4,058 awesome-lists 654 machine-learning 493 list 434 deep-learning 402 ai 352 resources 346 llm 325 python 238 hacktoberfest 229 lists 205 javascript 201 ai-agents 195 artificial-intelligence 192 security 184 open-source 178 programming 156 computer-vision 149 curated-list 148 blockchain 147 large-language-models 141 mcp 139 nlp 129 tools 127 chatgpt 115 data-science 114 developer-tools 113 react 111 android 98 natural-language-processing 93 learning 92 awesome-readme 91 devops 90 ai-tools 88 cybersecurity 86 linux 86 ios 83 awesome-resources 83 generative-ai 83 papers 82 claude-code 82 reinforcement-learning 81 openai 79 ethereum 77 robotics 76 css 74 rust 70 nodejs 67 kubernetes 66 computer-science 65 survey 65 claude 64 collection 63 macos 62 golang 61 datasets 61 prompt-engineering 61 design 61 java 61 playground 61 game-development 60 agent 60 agentic-ai 59 free-resources 59 automation 58 getvm 57 agent-skills 57 web3 57 hacking 56 php 56 privacy 55 bitcoin 54 llms 53 education 53 frontend 53 go 52 swift 52 tutorial 52 typescript 51 gpt 50 paper 50 security-tools 49 web 49 research 49 free 49 github 49 books 48 tutorials 48 dataset 48 productivity 47 agents 47 api 46 opensource 46 deep-neural-networks 46 data 46 development 45 rag 45 diffusion-models 45 cryptocurrency 45 cloud 44 paper-list 43 data-visualization 43 database 42 html 42 gamedev 42 anthropic 41 documentation 41 community 41 vue 41 docker 41 skills 40 ml 40 software 40 model-context-protocol 39 open-data 39 collections 38 web-development 38 game 37 multimodal 37 cli 36 neural-network 36 self-hosted 35 iot 35 ai-agent 35 plugins 35 testing 35 crypto 35 prompts 34 cpp 34 labex 34 hands-on 34 reactjs 34 aws 34 software-engineering 33 exercises 33 algorithms 33 saas 33 courses 33 flutter 32 marketing 32 graph-neural-networks 32 defi 32 mlops 32 hardware 32 video 32 framework 32 react-native 31 solidity 31 video-generation 31 games 31 penetration-testing 31 gemini 30 architecture 30 transformer 30 libraries 30 dotnet 30 bioinformatics 30 ruby 30 reverse-engineering 30 projects 30 llm-agents 29 image-generation 29 csharp 29 microsoft 29 pentesting 29 deepseek 29 mobile 29 best-practices 28 windows 28 smart-contracts 28 openclaw 28 data-analysis 28 object-detection 28 cryptography 28 knowledge-graph 28 music 28 ui 27 foundation-models 27 osint 27 slam 27 tensorflow 27 angular 27 learning-resources 27 pytorch 27 links 27 science 27 jobs 26 library 26 markdown 26 serverless 26 self-supervised-learning 26 nextjs 26 mcp-server 25 chinese 25 3d 25 codex 25 git 25 cursor 25 django 25 infosec 25 data-mining 25 time-series 25 computer-graphics 24 awsome-list 24 claude-skills 24 roadmap 24 mathematics 24 embedded 24 seo 24 kotlin 24 vibe-coding 24 neural-networks 24 chatbot 24 autonomous-agents 24 autonomous-driving 23 sql 23 audio 23 unity 23 startups 23 engineering 23 reasoning 23 cloud-computing 23 game-engine 23 segmentation 23 startup 23 apple 23 interview 23 finance 23 python3 23 langchain 23 blog 23 awesomeness 23 mcp-servers 23 federated-learning 22 programming-language 22 decentralized 22 text-to-image 22 devsecops 22 llama 22 c 22 networking 22 website 22 software-development 22 coding 22 blogs 21 deeplearning 21 gpt-3 21 ai-coding 21 graphql 21 visualization 21 r 21 apps 21 terminal 21 embodied-ai 21 monitoring 21 hacktoberfest-accepted 21 azure 21 benchmark 21 awsome 21 opendata 20 transformers 20 js 20 curated 20 stable-diffusion 20 optimization 20 ai-safety 20 graph 20 youtube 20 gis 20 generative-art 19 cloud-native 19 raspberry-pi 19 statistics 19 remote-sensing 19 multi-agent 19 representation-learning 19 vlm 19 swiftui 19 big-data 19 backend 19 gpt-4 19 telegram 19 data-structures 18 laravel 18 guidelines 18 code 18 text-to-video 18 pentest 18 analytics 18 front-end 18 machinelearning 18 bugbounty 18 speech-recognition 18 aigc 17 command-line 17 data-engineering 17 quantization 17 foss 17 cheatsheet 17 image-processing 17 malware-analysis 17 autonomous-vehicles 17 mllm 17 nerf 17 android-development 17 large-language-model 17 algorithm 17 bash 17 animation 17 knowledge 17 prompt 17 containers 17 github-actions 17 webgl 17 microservices 16 diffusion 16 readme 16 articles 16 system-design 16 ecommerce 16 reddit 16 medical-imaging 16 dart 16 llmops 16 ai-security 16 cms 16 databases 16 anomaly-detection 16 gaming 16 vscode 16 language 16 bert 16 pose-estimation 16 technology 16 generative-model 16 copilot 16 distributed-systems 16 performance 16 ros 16 videos 16 awesome-ai 15 wasm 15 webassembly 15 npm 15 uav 15 react-components 15 mysql 15 trading 15 detection 15 multimodal-deep-learning 15 multimodal-large-language-models 15 p2p 15 spain 15 selfhosted 15 espana 15 evm 15 recommender-system 15 vuejs 15 leetcode 15 memory 15 resource 15 code-generation 15 ai-video 15 art 15 beginner-friendly 15 solana 15 drones 15 students 15 coding-agents 15 mac 15 google 15 healthcare 14 ui-design 14 llm-security 14 sustainability 14 graphics 14 generative-adversarial-network 14 sysadmin 14 gan 14 frameworks 14 knowledge-base 14 vector-database 14 observability 14 oss 14 deepseek-harness 14 mobile-development 14 dsh-plugin 14 utilities 14 ctf 14 icons 14 yolo 14 open-science 14 language-model 14 xai 14 ai-art 14 podcast 14 wordpress 14 multimodal-learning 14 vision-language-model 14 3d-graphics 14 dotnet-core 14 planning 14 discord 14 software-architecture 14 android-library 14 workflow 13 quantum-computing 13 few-shot-learning 13 time-series-analysis 13 neuroscience 13 speech-to-text 13 deep-reinforcement-learning 13 rest-api 13 semantic-segmentation 13 dapp 13 continual-learning 13 automl 13 unicorns 13 geospatial 13 programming-languages 13 rl 13 search 13 threat-intelligence 13 fintech 13 static-analysis 13 microservice 13 sre 13 multi-agent-systems 13 webdevelopment 13 ux 13 bug-bounty 13 infrastructure 13 llm-tools 13 objective-c 13 storage 13 pwa 13 svelte 13 evaluation 13 node 13 software-libre 13 drone 13 free-software 13 developer 13 simulation 13 transfer-learning 13 interview-questions 13 management 12 article 12 social-media 12 fuzzing 12 leadership 12 cicd 12 reading-list 12 web-design 12 application 12 rails 12 test-automation 12 vision-and-language 12 authentication 12 graphics-programming 12 infrastructure-as-code 12 chain-of-thought 12 cross-platform 12 email 12 prompt-injection 12 vulnerabilities 12 ros2 12 edge-computing 12 webapp 12 search-engine 12 postgresql 12 lua 12 datos-abiertos 12 dsh 12 es6 12 image 12 compliance 12 elasticsearch 12 static-site-generator 12 cyber-security 12 question-answering 12 privacy-tools 12 machine-learning-algorithms 12 social-network 12 classification 12 guide 12 cuda 12 gpu 12 creative-coding 12 qwen 11 owasp 11 agent-memory 11 hacktoberfest2020 11 drug-discovery 11 design-systems 11 in-context-learning 11 interpretability 11 3d-reconstruction 11 cvpr 11