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

0 "labex" Awesome Lists

linux-free-tutorials

Free Linux tutorials for beginners with 270 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list bashscripting cli command-line exercises free free-tutorials hands-on labex

71 stars
16 forks
273 projects

Last updated: 12 Jan 2026

cybersecurity-free-tutorials

Free Cybersecurity tutorials for beginners with 351 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list beginner-tutorials cybersecurity cybersecurity-roadmap ethical-hacking exercises free free-tutorials hands-on

30 stars
3 forks
354 projects

Last updated: 07 Feb 2026

practice-python-programming-projects

Build real Python projects with 92 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

algorithms automation awesome awesome-list beginner computer-science data-structures exercises hands-on labex

10 stars
0 forks
95 projects

Last updated: 17 Dec 2025

practice-mysql-programming-projects

Build real MySQL projects with 85 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list backend-development data-storage database database-management exercises hands-on labex learning-path

9 stars
0 forks
88 projects

Last updated: 26 Nov 2025

c-free-tutorials

Free C tutorials for beginners with 34 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

algorithms awesome awesome-list beginner-tutorials c c-programming computer-science-fundamentals data-structures embedded-systems exercises

8 stars
0 forks
37 projects

Last updated: 04 Dec 2025

practice-devops-programming-projects

Build real DevOps projects with 31 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

automation awesome awesome-list cloudcomputing containerization devops exercises gitops hands-on infrastructureascode

8 stars
0 forks
34 projects

Last updated: 25 Nov 2025

practice-web-development-programming-projects

Build real Web Development projects with 131 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list backend beginner-friendly css exercises frontend fullstack hands-on html

7 stars
0 forks
134 projects

Last updated: 25 Nov 2025

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

7 stars
15 forks
31 projects

Last updated: 13 Jan 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

6 stars
3 forks
47 projects

Last updated: 27 Dec 2025

practice-java-programming-projects

Build real Java projects with 29 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

algorithms awesome awesome-list beginnertutorial corejava datastructures exercises hands-on java javadevelopment

6 stars
0 forks
32 projects

Last updated: 25 Nov 2025

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

6 stars
2 forks
35 projects

Last updated: 04 May 2025

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

6 stars
0 forks
107 projects

Last updated: 19 Dec 2025

python-free-tutorials

Free Python tutorials for beginners with 99 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

automation awesome awesome-list beginner-friendly coding-tutorials data-science exercises free free-tutorials hands-on

6 stars
1 forks
102 projects

Last updated: 23 Oct 2025

web-development-free-tutorials

Free Web Development tutorials for beginners with 35 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list back-end beginner-friendly css exercises free free-tutorials front-end full-stack

5 stars
0 forks
38 projects

Last updated: 23 Oct 2025

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

5 stars
1 forks
467 projects

Last updated: 23 Oct 2025

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
2 forks
44 projects

Last updated: 25 Nov 2025

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

4 stars
1 forks
34 projects

Last updated: 16 Dec 2025

git-free-tutorials

Free Git tutorials for beginners with 30 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list collaboration command-line devops exercises free free-tutorials git hands-on

4 stars
1 forks
33 projects

Last updated: 22 Nov 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-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

practice-data-science-programming-projects

Build real Data Science projects with 87 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

algorithms awesome awesome-list bigdata data-science dataanalysis datascience deeplearning exercises hands-on

3 stars
0 forks
90 projects

Last updated: 26 Nov 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

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

data-science-free-tutorials

Free Data Science tutorials for beginners with 151 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

algorithms awesome awesome-list bigdata data-science dataanalysis datascience deeplearning exercises free

2 stars
1 forks
154 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

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

2 stars
0 forks
35 projects

Last updated: 21 Feb 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

nmap-free-tutorials

Free Nmap tutorials for beginners with 31 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list beginner-tutorials cybersecurity-tutorials ethical-hacking exercises free free-tutorials hands-on labex

2 stars
0 forks
34 projects

Last updated: 04 Nov 2025

practice-jenkins-programming-projects

[Practice Jenkins Programming Projects] This repository collects 6 of programming projects for Jenkins. Jenkins is a free and open source automation server. Jenkins helps to automate the non-human part of the software development process, with continuous integration and facilitating technical asp...

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

1 stars
1 forks
35 projects

Last updated: 20 Dec 2024

practice-ansible-programming-projects

[Practice Ansible Programming Projects] This repository collects 2 of programming projects for Ansible. Ansible is an open-source software provisioning, configuration management, and application-deployment tool enabling infrastructure as code. It runs on many Unix-like systems, and can configure ...

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

1 stars
1 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

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
1 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-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-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-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

practice-kubernetes-programming-projects

[Practice Kubernetes Programming Projects] This repository collects 13 of programming projects for Kubernetes. Kubernetes is an open-source container orchestration system for automating deployment, scaling, and management of containerized applications. In this skill tree, you'll learn how to use ...

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

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

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

1 stars
0 forks
290 projects

Last updated: 17 Dec 2025

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

java-free-tutorials

Free Java tutorials for beginners with 54 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list beginner-tutorials coding-education core-java exercises free free-tutorials hands-on java

1 stars
0 forks
57 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

1 stars
0 forks
59 projects

Last updated: 23 May 2025

database-free-tutorials

Free Database tutorials for beginners with 55 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

awesome awesome-list beginnerdatabase database databaseroadmap databasetutorials datamanagement exercises free free-tutorials

0 stars
0 forks
58 projects

Last updated: 23 Oct 2025

Search
Keywords
awesome-list 3,951 awesome 3,591 awesome-lists 560 machine-learning 449 list 422 deep-learning 378 resources 325 ai 263 hacktoberfest 237 python 220 lists 205 llm 203 javascript 193 security 167 programming 165 artificial-intelligence 154 blockchain 139 computer-vision 136 open-source 122 nlp 121 large-language-models 117 tools 115 data-science 111 react 108 chatgpt 102 android 93 curated-list 89 natural-language-processing 88 learning 85 linux 85 devops 81 awesome-readme 81 css 78 awesome-resources 77 papers 77 ios 76 ethereum 74 reinforcement-learning 72 cybersecurity 71 rust 64 computer-science 64 kubernetes 64 nodejs 63 robotics 61 playground 60 collection 60 free-resources 59 game-development 59 design 59 free 57 macos 57 getvm 57 java 56 openai 56 golang 56 tutorials 54 survey 54 frontend 54 privacy 53 bitcoin 52 developer-tools 52 tutorial 51 datasets 51 web 50 go 50 hacking 50 php 49 web3 49 paper 48 data 48 llms 48 education 47 cloud 47 swift 46 gpt 45 dataset 45 books 45 labex 45 hands-on 45 development 45 deep-neural-networks 44 github 44 html 44 automation 43 generative-ai 43 cryptocurrency 43 security-tools 42 exercises 41 data-visualization 41 vue 40 opensource 40 database 39 web-development 39 typescript 39 mcp 39 ml 39 docker 39 research 38 gamedev 38 algorithms 37 collections 37 software 37 documentation 37 iot 36 agent 36 ai-agents 36 neural-network 35 productivity 34 testing 34 paper-list 34 reactjs 34 courses 34 prompt-engineering 34 aws 33 framework 33 diffusion-models 33 game 33 api 32 cpp 32 games 30 community 30 flutter 30 hardware 30 dotnet 30 projects 30 graph-neural-networks 30 solidity 30 transformer 30 multimodal 30 software-engineering 30 ruby 29 bioinformatics 29 video 29 architecture 28 libraries 28 csharp 28 smart-contracts 28 react-native 28 ai-tools 28 crypto 27 defi 27 agents 27 links 27 tensorflow 27 windows 27 self-hosted 26 object-detection 26 penetration-testing 26 science 26 cli 25 microsoft 25 cryptography 25 django 25 self-supervised-learning 25 library 25 angular 25 serverless 25 pytorch 25 sql 25 music 25 data-analysis 25 slam 24 jobs 24 git 24 data-mining 24 mathematics 24 computer-graphics 24 pentesting 24 osint 24 mlops 24 coding 24 neural-networks 24 game-engine 23 r 23 c 23 markdown 23 awsome-list 23 unity 23 best-practices 23 mobile 23 nextjs 23 learning-resources 23 programming-language 23 engineering 23 software-development 23 embedded 23 saas 23 ui 23 infosec 23 roadmap 23 3d 23 kotlin 22 visualization 22 reverse-engineering 22 python3 22 deeplearning 22 interview 22 segmentation 22 blog 22 claude 22 knowledge-graph 22 startups 22 awesomeness 22 statistics 22 foundation-models 21 gpt-4 21 time-series 21 apple 21 cloud-computing 21 federated-learning 21 hacktoberfest-accepted 21 opendata 21 gpt-3 21 autonomous-driving 21 audio 21 azure 21 free-tutorials 21 website 21 chatbot 21 gemini 20 apps 20 raspberry-pi 20 chinese 20 data-structures 20 startup 20 machinelearning 20 guidelines 20 blogs 20 marketing 20 llama 20 js 20 graph 20 awsome 20 youtube 19 transformers 19 big-data 19 reasoning 19 curated 19 bugbounty 19 front-end 19 claude-code 18 stable-diffusion 18 networking 18 code 18 backend 18 anthropic 18 graphql 18 decentralized 18 aigc 18 finance 18 agentic-ai 18 monitoring 18 image-generation 18 optimization 18 representation-learning 18 bash 18 prompt 18 rag 17 containers 17 open-data 17 seo 17 prompts 17 analytics 17 beginner-friendly 17 cloud-native 17 cheatsheet 17 knowledge 17 generative-art 17 text-to-image 16 microservices 16 devsecops 16 vscode 16 nerf 16 data-engineering 16 generative-model 16 image-processing 16 webgl 16 articles 16 deepseek 16 autonomous-vehicles 16 language 16 bert 16 algorithm 16 benchmark 15 mcp-server 15 android-development 15 dart 15 animation 15 selfhosted 15 ros 15 readme 15 command-line 15 telegram 15 detection 15 technology 15 vlm 15 vibe-coding 15 mysql 15 malware-analysis 15 terminal 15 evm 15 laravel 15 embodied-ai 15 pentest 15 plugins 15 cms 15 leetcode 15 p2p 15 resource 15 videos 14 oss 14 awesome-ai 14 large-language-model 14 dotnet-core 14 graphics 14 icons 14 vuejs 14 performance 14 diffusion 14 android-library 14 pose-estimation 14 langchain 14 generative-adversarial-network 14 databases 14 distributed-systems 14 wasm 14 webassembly 14 anomaly-detection 14 react-components 14 remote-sensing 14 recommender-system 14 foss 14 art 14 code-generation 14 node 14 language-model 14 mac 14 swiftui 14 multimodal-deep-learning 14 google 14 quantization 14 svelte 13 yolo 13 semantic-segmentation 13 video-generation 13 interview-questions 13 multimodal-learning 13 hosting 13 wordpress 13 multimodal-large-language-models 13 speech-recognition 13 medical-imaging 13 cross-platform 13 microservice 13 gis 13 unicorns 13 webdevelopment 13 frameworks 13 gan 13 npm 13 deep-reinforcement-learning 13 search 13 developer 13 vision-language-model 13 postgresql 13 fuzzing 13 pwa 13 model-context-protocol 13 application 13 podcast 13 quantum-computing 13 transfer-learning 13 vision-and-language 12 sustainability 12 webapp 12 automl 12 search-engine 12 authentication 12 mllm 12 infrastructure-as-code 12 guide 12 rails 12 model-compression 12 dapp 12 elasticsearch 12 workflow 12 gaming 12 solana 12 static-analysis 12 datascience 12 programming-languages 12 objective-c 12 image 12 edge-computing 12 planning 12 ai-agent 12 time-series-analysis 12 discord 12 web-design 12 chain-of-thought 12 storage 12 static-site-generator 12 article 12 graphics-programming 12 es6 12 arduino 11 rest-api 11 utilities 11 few-shot-learning 11 golang-library 11 cuda 11 rl 11 question-answering 11 system-design 11 ux 11 reading-list 11 embedded-systems 11 ctf 11 climate-change 11 threat-intelligence 11 writing 11 3d-graphics 11 webpack 11 cicd 11 open-science 11 creative-coding 11 sysadmin 11 course 11 cvpr 11 hacktoberfest2020 11 continual-learning 11 ecommerce 11 book 11 minecraft 11 interpretability 11 unsupervised-learning 11 unity3d 11 anime 11 llmops 11 point-cloud 11 font 11 in-context-learning 11 machine-learning-algorithms 11 cursor 11 healthcare 11 free-software 11 design-systems 11 front-end-development 11 ui-design 11 bookmarks 11 3d-reconstruction 11 webcomponents 10 mobile-development 10 flutter-apps 10 social-network 10 uav 10 drones 10 software-architecture 10 android-application 10 infrastructure 10 semantic-web 10 python-library 10 ide 10 qwen 10 game-design 10 vr 10 hacktoberfest2021 10 webdesign 10 management 10 jupyter-notebook 10 android-app 10 cyber-security 10 meta-learning 10 malware 10 flask 10 geospatial 10 swift-library 10 xai 10 apis 10 docs 10 leadership 10 augmented-reality 10 tool 10 bug-bounty 10 ansible 10 movies 10 templates 10 speech-processing 10 privacy-tools 10 ionic 10 classification 10 mcp-servers 10 email 10 applications 10 neuroscience 10 text-mining 10 bot 10 hacking-tools 10 chatgpt-api 10 fpga 10