🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.
- data-analysis
- data-science
- pandas
- python
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71,372 visible repositories in the index
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深入探索精选的套壳站和必备API资源。本文为初学者和经验丰富的运营者提供一站式指南，涵盖常见问题解答和基础攻略，助您迈向套壳站副业成功之路。Dive into a curated selection of shell sites and essential APIs. This article offers a comprehensive guide for both beginners and seasoned operators, covering FAQs and basic strategies to propel you towards success in your shell site side hustle.
The beginner's guide to eBPF
A curated list of Open Source example iOS apps developed in Swift. An amazing list for people who are beginners and learning ios development and for ios developers who need any example app or feature.
The TodoMVC app written in Elm, nice example for beginners.
- elm
- example
LinksHub aims to provide developers with access to a wide range of free resources and tools that they can use in their work. These resources include links to free software, libraries, frameworks, and other tools that can be used to build and deploy applications and websites.
- nextjs
- open-source
- resources
- tailwindcss
💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀
- phoenix
- elixir
- elixir-lang
- beginner
A starter kit for beginner learns with Bloc pattern, RxDart, sqflite, Fluro and Dio to architect a flutter project. This starter kit build an App Store app as a example
- flutter
- flutter-examples
- flutter-bloc
- rxdart
Swift Playground giving an overview over the inner workings of modern compilers
get started with ARKit - a little exercise for beginners
A learning environment for Python suited for beginners and children, inspired by Logo.
- python
- education
- learning-python
- turtle
TranslatedChinese beginner guide to coding agents, CLI setup, and Git workflows. The Chinese part also says: an introductory tutorial on AI coding assistants: getting to know Agents, expressing requirements, installing the CLI, and learning Git workflows.
- agent-guide
- beginner-friendly
- chinese
- git-workflow
🤯 beginners tutorial building a real time counter in Phoenix + LiveView⚡️ Learn the fundamentals from first principals so you can make something amazing! 🚀
- phoenix-liveview
- counter
- tutorial
- example
An AngularJS exam with questions from beginner to expert by @gdi2290 from @AngularClass
A small course on CTF (wargames) for beginners [in Russian]
- ctf
- wargames
🎓 Daily WebGL tutorials
DevStart Lab - An interactive open-source platform to learn programming, explore real projects, and contribute to GitHub.
- beginner-friendly
- coding-challenges
- developer-tools
- education
✅ Complete beginners tutorial building a todo list from scratch in Phoenix 1.7 (latest)
The complete hacking & penetration testing roadmap. From beginner to elite. 44,982 lines, 150+ Diagram across the roadmap: OPSEC, web security, Active Directory, binary exploitation, EDR evasion, and 0-day research. 300+ tools, 200+ MITRE techniques, C & Rust payloads, lab guides, books, courses, blogs, practice platforms, and AI security resources
- active-directory
- bug-bounty
- ctf
- cybersecurity
AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer
A curated list of excellent books to learn PostgreSQL — from beginner‑friendly introductions to advanced internals, administration, and performance tuning.
- pgadmin
- postgres-extension
- postgres-tools
- postgresql
A beginner's cookbook for the FFmpeg command-line video and audio editing tool
- command-line
- cookbook
- ffmepg
An interactive Swift Playground Book about Binary Search Trees (WWDC 2017 Scholarship winner)
- wwdc-scholarship
- wwdc2017
- swift-playgrounds
- ipad
🗺️ Developer Roadmaps — 20 career paths, 870+ topics, 1,880+ free resources. PWA, certifications, community-driven. Your free guide from beginner to senior dev.