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

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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

90 stars
25 forks
273 projects

Last updated: 11 Jun 2026

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

86 stars
3 forks
38 projects

Last updated: 01 Jul 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

14 stars
0 forks
95 projects

Last updated: 20 May 2026

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

10 stars
0 forks
88 projects

Last updated: 20 May 2026

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

10 stars
0 forks
37 projects

Last updated: 28 May 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

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

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 Mar 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

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

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: 28 May 2026

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

6 stars
0 forks
134 projects

Last updated: 25 Mar 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

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

6 stars
0 forks
38 projects

Last updated: 08 Apr 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

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

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

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

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-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

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

3 stars
1 forks
154 projects

Last updated: 12 Feb 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

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

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-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-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

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

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

2 stars
0 forks
57 projects

Last updated: 08 Jun 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

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-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-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

cybersecurity-practice-projects

Build real Cybersecurity projects with 8 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.

awesome awesome-list beginner-security cryptography cybersecurity ethical-hacking exercises hands-on infosec labex

1 stars
0 forks
62 projects

Last updated: 26 Feb 2026

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-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

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-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-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-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
2 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-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

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prompt-engineering 51 swift 50 claude 50 go 50 web 49 paper 49 gpt 48 github 48 security-tools 47 data 47 opensource 47 books 46 agent 46 development 45 typescript 45 cryptocurrency 45 research 45 deep-neural-networks 45 cloud 45 dataset 45 hands-on 44 api 44 productivity 44 html 44 labex 44 data-visualization 43 database 42 documentation 42 agentic-ai 41 docker 41 vue 41 gamedev 41 diffusion-models 40 exercises 40 web-development 39 software 39 ml 39 collections 38 paper-list 38 community 38 game 37 algorithms 37 neural-network 36 agents 36 iot 35 open-data 35 aws 34 cli 34 rag 34 testing 34 reactjs 34 courses 34 projects 33 framework 33 self-hosted 33 hardware 33 flutter 33 multimodal 33 cpp 33 crypto 33 software-engineering 33 video 32 anthropic 31 skills 31 defi 31 games 31 solidity 31 gemini 31 react-native 31 penetration-testing 31 mlops 31 libraries 30 transformer 30 graph-neural-networks 30 bioinformatics 30 microsoft 29 dotnet 29 architecture 29 prompts 29 pentesting 29 ruby 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22 networking 22 monitoring 22 cloud-computing 22 video-generation 21 r 21 machinelearning 21 benchmark 21 federated-learning 21 plugins 21 gpt-3 21 llama 21 mcp-server 21 finance 21 blogs 21 graphql 21 awsome 21 hacktoberfest-accepted 21 opendata 20 azure 20 graph 20 js 20 apps 20 decentralized 20 curated 20 youtube 20 data-structures 20 terminal 20 big-data 19 aigc 19 backend 19 speech-recognition 19 vibe-coding 19 deepseek 19 raspberry-pi 19 front-end 19 langchain 19 transformers 19 stable-diffusion 19 embodied-ai 19 gpt-4 19 command-line 19 text-to-image 19 cursor 18 guidelines 18 ai-safety 18 bugbounty 18 llm-agents 18 generative-art 18 laravel 18 telegram 18 representation-learning 18 prompt 18 swiftui 18 free-tutorials 18 optimization 18 analytics 18 generative-model 18 cloud-native 18 beginner-friendly 18 cheatsheet 17 quantization 17 knowledge 17 pentest 17 nerf 17 animation 17 containers 17 data-engineering 17 vlm 17 mcp-servers 17 bash 17 malware-analysis 17 code 17 autonomous-vehicles 17 dart 17 articles 16 language 16 image-processing 16 algorithm 16 large-language-model 16 android-development 16 claude-skills 16 ros 16 autonomous-agents 16 bert 16 distributed-systems 16 microservices 16 videos 16 foss 16 spain 16 espana 16 gis 16 codex 16 webgl 16 reddit 16 resource 15 selfhosted 15 system-design 15 performance 15 mysql 15 vuejs 15 databases 15 awesome-ai 15 evm 15 readme 15 multimodal-deep-learning 15 google 15 react-components 15 gaming 15 art 15 multimodal-large-language-models 15 leetcode 15 pose-estimation 15 llmops 15 anomaly-detection 15 model-compression 15 p2p 15 remote-sensing 15 cms 15 vscode 15 mllm 15 technology 15 graphics 15 code-generation 15 drones 14 software-libre 14 copilot 14 android-library 14 3d-graphics 14 language-model 14 ai-coding 14 deep-reinforcement-learning 14 generative-adversarial-network 14 discord 14 multi-agent 14 diffusion 14 recommender-system 14 wasm 14 podcast 14 node 14 webassembly 14 vision-language-model 14 oss 14 icons 14 mac 14 medical-imaging 14 yolo 14 detection 14 dotnet-core 14 multimodal-learning 14 npm 14 storage 13 quantum-computing 13 cyber-security 13 dapp 13 wordpress 13 unicorns 13 rest-api 13 utilities 13 uav 13 infrastructure 13 continual-learning 13 programming-languages 13 webdevelopment 13 edge-computing 13 semantic-segmentation 13 bug-bounty 13 cicd 13 workflow 13 sre 13 frameworks 13 application 13 sustainability 13 solana 13 developer 13 interview-questions 13 microservice 13 ecommerce 13 observability 13 objective-c 13 mobile-development 13 pwa 13 transfer-learning 13 trading 13 automl 13 sysadmin 13 datos-abiertos 13 planning 13 search 13 svelte 13 ctf 13 gan 13 rl 13 ui-design 13 rails 12 neuroscience 12 gpu 12 open-science 12 software-architecture 12 cuda 12 elasticsearch 12 xai 12 creative-coding 12 fuzzing 12 graphics-programming 12 vision-and-language 12 infrastructure-as-code 12 search-engine 12 article 12 healthcare 12 compliance 12 cross-platform 12 leadership 12 chain-of-thought 12 webapp 12 image 12 email 12 privacy-tools 12 threat-intelligence 12 vector-database 12 postgresql 12 minecraft 12 speech-to-text 12 web-design 12 static-site-generator 12 datascience 12 question-answering 12 authentication 12 ros2 12 machine-learning-algorithms 12 guide 12 static-analysis 12 free-software 12 es6 12 time-series-analysis 12 ai-security 12 ai-art 12 ux 12 writing 11 vulnerabilities 11 knowledge-base 11 unity3d 11 webpack 11 3d-reconstruction 11 podcasts 11 arduino 11 unsupervised-learning 11 qwen 11 swift-library 11 embedded-systems 11 in-context-learning 11 point-cloud 11 management 11 math 11 reading-list 11 movies 11 hacking-tools 11 packages 11 hacktoberfest2020 11 drone 11 cvpr 11 font 11 test-automation 11 geospatial 11 climate-change 11 design-systems 11 few-shot-learning 11 elixir 11 hosting 11 book 11 apis 11 flutter-apps 11