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

74 stars
23 forks
273 projects

Last updated: 29 Mar 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

32 stars
4 forks
354 projects

Last updated: 25 Mar 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

12 stars
0 forks
95 projects

Last updated: 26 Feb 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-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: 25 Mar 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

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: 25 Mar 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

8 stars
4 forks
47 projects

Last updated: 04 Mar 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

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

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

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

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

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

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

5 stars
0 forks
32 projects

Last updated: 25 Mar 2026

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
4 forks
44 projects

Last updated: 25 Mar 2026

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

3 stars
0 forks
34 projects

Last updated: 16 Apr 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

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

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

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

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-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

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-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

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-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-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

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

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-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-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-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-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

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

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networking 21 opendata 21 gpt-3 21 llama 21 machinelearning 20 data-structures 20 gpt-4 20 apps 20 awsome 20 js 20 graph 20 raspberry-pi 20 reasoning 20 decentralized 19 transformers 19 front-end 19 curated 19 devsecops 19 model-context-protocol 19 bugbounty 19 youtube 19 seo 19 aigc 19 big-data 19 graphql 19 analytics 18 plugins 18 representation-learning 18 prompt 18 telegram 18 backend 18 guidelines 18 open-data 18 anthropic 18 code 18 stable-diffusion 18 optimization 18 openclaw 18 bash 17 command-line 17 text-to-image 17 generative-model 17 data-engineering 17 generative-art 17 autonomous-vehicles 17 cheatsheet 17 containers 17 nerf 17 vibe-coding 17 ai-agent 17 benchmark 17 embodied-ai 17 beginner-friendly 17 vlm 17 knowledge 17 malware-analysis 17 cloud-native 17 langchain 16 dart 16 algorithm 16 microservices 16 terminal 16 deepseek 16 webgl 16 speech-recognition 16 laravel 16 ros 16 skills 16 videos 16 articles 16 language 16 animation 16 pentest 16 bert 16 large-language-model 15 cms 15 readme 15 image-processing 15 resource 15 multimodal-deep-learning 15 mcp-server 15 mysql 15 mcp-servers 15 agent-skills 15 swiftui 15 vscode 15 p2p 15 evm 15 distributed-systems 15 performance 15 pose-estimation 15 technology 15 android-development 15 video-generation 15 remote-sensing 15 leetcode 15 multimodal-large-language-models 14 vision-language-model 14 webassembly 14 recommender-system 14 wasm 14 foss 14 icons 14 selfhosted 14 code-generation 14 cursor 14 drones 14 react-components 14 dotnet-core 14 node 14 language-model 14 google 14 generative-adversarial-network 14 databases 14 android-library 14 anomaly-detection 14 medical-imaging 14 npm 14 gis 14 multimodal-learning 14 art 14 ai-safety 14 graphics 14 mac 14 quantization 14 awesome-ai 14 discord 14 detection 14 diffusion 14 vuejs 14 oss 14 interview-questions 13 deep-reinforcement-learning 13 pwa 13 system-design 13 podcast 13 transfer-learning 13 cross-platform 13 yolo 13 utilities 13 unicorns 13 fuzzing 13 automl 13 wordpress 13 semantic-segmentation 13 dapp 13 storage 13 frameworks 13 postgresql 13 quantum-computing 13 programming-languages 13 objective-c 13 microservice 13 webdevelopment 13 application 13 svelte 13 gan 13 search 13 solana 13 authentication 13 minecraft 13 developer 13 sysadmin 12 static-site-generator 12 gaming 12 model-compression 12 cuda 12 cicd 12 workflow 12 infrastructure 12 llmops 12 infrastructure-as-code 12 planning 12 question-answering 12 graphics-programming 12 ux 12 3d-graphics 12 software-architecture 12 edge-computing 12 rl 12 time-series-analysis 12 elasticsearch 12 ui-design 12 article 12 webapp 12 autonomous-agents 12 sustainability 12 static-analysis 12 rest-api 12 sre 12 chain-of-thought 12 vision-and-language 12 image 12 web-design 12 uav 12 rails 12 mllm 12 datascience 12 es6 12 search-engine 12 guide 12 geospatial 11 gpu 11 neuroscience 11 creative-coding 11 hosting 11 open-science 11 arduino 11 3d-reconstruction 11 vr 11 healthcare 11 ai-art 11 few-shot-learning 11 font 11 hacktoberfest2020 11 privacy-tools 11 climate-change 11 mobile-development 11 leadership 11 cyber-security 11 unity3d 11 anime 11 embedded-systems 11 webpack 11 reading-list 11 drone 11 bug-bounty 11 course 11 xai 11 test-automation 11 free-software 11 threat-intelligence 11 movies 11 unsupervised-learning 11 in-context-learning 11 continual-learning 11 podcasts 11 math 11 ros2 11 trading 11 interpretability 11 cv 11 book 11 email 11 ctf 11 cvpr 11 machine-learning-algorithms 11 ecommerce 11 writing 11 flutter-apps 11 point-cloud 11 flask 10 news 10 webcomponents 10 flutter-examples 10 design-systems 10 front-end-development 10 explainable-ai 10 haskell 10 observability 10 ansible 10 genai 10 ux-design 10 elixir 10 game-design 10 reddit 10 codex 10 applications 10 ionic 10 copilot 10 golang-library 10 text-mining 10