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

51 stars
12 forks
273 projects

Last updated: 31 Oct 2025

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

27 stars
3 forks
354 projects

Last updated: 02 Dec 2025

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: 23 Oct 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
16 forks
31 projects

Last updated: 21 Oct 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-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

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

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

5 stars
3 forks
47 projects

Last updated: 23 May 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

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

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

4 stars
0 forks
107 projects

Last updated: 23 Oct 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: 27 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

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-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

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-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-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

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

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

2 stars
0 forks
34 projects

Last updated: 06 Sep 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

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-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

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-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-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-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-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-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

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

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

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

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

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

0 stars
0 forks
290 projects

Last updated: 23 Oct 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

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osint 24 penetration-testing 24 science 24 computer-graphics 24 git 24 object-detection 24 django 24 sql 23 engineering 23 coding 23 cli 23 embedded 23 markdown 23 ui 23 infosec 23 serverless 23 library 23 unity 23 r 23 best-practices 22 game-engine 22 visualization 22 c 22 python3 22 knowledge-graph 22 interview 22 deeplearning 22 mathematics 22 mobile 22 data-analysis 22 data-mining 22 programming-language 22 awsome-list 22 segmentation 22 mlops 22 roadmap 22 neural-networks 22 3d 22 opendata 21 gpt-4 21 website 21 statistics 21 audio 21 gpt-3 21 startups 21 learning-resources 21 awesomeness 21 ai-tools 21 blog 21 apple 21 kotlin 21 hacktoberfest-accepted 21 free-tutorials 21 autonomous-driving 21 federated-learning 21 jobs 21 software-development 20 apps 20 guidelines 20 blogs 20 data-structures 20 graph 20 chinese 20 machinelearning 20 azure 20 cloud-computing 20 front-end 20 foundation-models 20 awsome 19 curated 19 youtube 19 claude 19 startup 19 nextjs 19 saas 19 marketing 19 llama 19 reasoning 19 raspberry-pi 19 time-series 19 bugbounty 19 js 19 big-data 18 code 18 aigc 18 reverse-engineering 18 backend 18 stable-diffusion 18 representation-learning 18 graphql 18 decentralized 18 bash 18 chatbot 18 generative-art 17 cloud-native 17 cheatsheet 17 algorithm 17 containers 17 knowledge 17 networking 17 transformers 17 monitoring 17 analytics 17 optimization 17 data-engineering 16 autonomous-vehicles 16 articles 16 agentic-ai 16 beginner-friendly 16 microservices 16 deepseek 16 language 16 webgl 16 bert 16 seo 16 image-processing 16 nerf 16 open-data 16 android-development 15 terminal 15 pentest 15 readme 15 animation 15 ros 15 detection 15 resource 15 technology 15 graphics 15 p2p 15 command-line 15 prompt 15 mysql 15 cms 15 finance 15 dart 15 videos 14 language-model 14 awesome-ai 14 webassembly 14 recommender-system 14 telegram 14 generative-model 14 diffusion 14 vlm 14 art 14 foss 14 devsecops 14 text-to-image 14 selfhosted 14 mac 14 code-generation 14 embodied-ai 14 android-library 14 distributed-systems 14 performance 14 plugins 14 node 14 vscode 14 leetcode 14 multimodal-deep-learning 14 icons 14 oss 14 laravel 14 vuejs 14 react-components 14 rag 14 cross-platform 13 pose-estimation 13 application 13 unicorns 13 vision-language-model 13 transfer-learning 13 large-language-model 13 malware-analysis 13 dotnet-core 13 deep-reinforcement-learning 13 frameworks 13 fuzzing 13 interview-questions 13 wasm 13 microservice 13 postgresql 13 developer 13 image-generation 13 search 13 quantum-computing 13 multimodal-large-language-models 13 vibe-coding 13 anthropic 13 wordpress 13 gis 13 webdevelopment 13 remote-sensing 13 evm 13 mcp-server 13 anomaly-detection 13 swiftui 13 speech-recognition 13 generative-adversarial-network 13 dapp 13 claude-code 13 podcast 13 rails 12 article 12 sustainability 12 chain-of-thought 12 graphics-programming 12 workflow 12 static-analysis 12 webapp 12 es6 12 pwa 12 multimodal-learning 12 hosting 12 search-engine 12 authentication 12 npm 12 mllm 12 svelte 12 guide 12 discord 12 static-site-generator 12 image 12 ui-design 12 gaming 12 elasticsearch 12 datascience 12 prompts 12 video-generation 12 vision-and-language 12 storage 12 infrastructure-as-code 12 gan 12 rest-api 11 3d-graphics 11 design-systems 11 threat-intelligence 11 book 11 cuda 11 model-compression 11 objective-c 11 ctf 11 benchmark 11 google 11 cvpr 11 few-shot-learning 11 writing 11 question-answering 11 font 11 climate-change 11 unity3d 11 yolo 11 ux 11 programming-languages 11 databases 11 ecommerce 11 automl 11 webpack 11 front-end-development 11 open-science 11 utilities 11 gemini 11 point-cloud 11 creative-coding 11 system-design 11 sysadmin 11 free-software 11 haskell 11 web-design 11 planning 11 hacktoberfest2020 11 time-series-analysis 11 cyber-security 11 course 11 rl 11 hacking-tools 10 semantic-segmentation 10 augmented-reality 10 ansible 10 golang-library 10 langchain 10 edge-computing 10 android-app 10 text-mining 10 deepseek-r1 10 in-context-learning 10 flutter-apps 10 android-application 10 movies 10 malware 10 social-network 10 bot 10 arduino 10 interpretability 10 xai 10 ai-agent 10 geospatial 10 anime 10 interview-preparation 10 vr 10 llmops 10 neuroscience 10 solana 10 jupyter-notebook 10 templates 10 model-context-protocol 10 webdesign 10 3d-reconstruction 10 students 10 speech-processing 10 test-automation 10 drones 10 ide 10 bookmarks 10 semantic-web 10 classification 10 email 10 functional-programming 10 applications 10 operating-system 10 podcasts 10 medical-imaging 10 unsupervised-learning 10 privacy-tools 10 knowledge-base 10 reading-list 10 fpga 10 management 10 machine-learning-algorithms 10 hacktoberfest2021 10 cv 10 quantization 10 docs 10 explainable-ai 10 network 10 bug-bounty 10 indonesia 9 ui-components 9 fairness 9 infrastructure 9 leadership 9 reference 9 material-design 9 retrieval-augmented-generation 9 software-architecture 9 sentiment-analysis 9 chatgpt-api 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