🚀 The Ultimate Computer Science Journey 🌟

"The only way to learn a new programming language is by writing programs in it." - Dennis Ritchie

Welcome to your magical quest through the realm of Computer Science! 🧙‍♂️✨

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What's Inside? 🧐

• Introductions 📖: Basics of Machine Learning, Data Structures, Introduction to Python, and theory.
• Programming 💻: Python Basics, Data Structures & Algorithms.
• Web Development 🌐: Front-end and back-end guides.
• Data Science & ML 🤖: Data analysis, machine learning, and AI.
• System Design 🏗️: Scalable and efficient systems.
• Interview Prep 🎓: Tips and practice problems.

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Roadmap 🗺️

• Computer Science Roadmap

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Introductions 📖

• Machine Learning

  • Visual Intro to Machine Learning
  • Kaggle's Intro to Machine Learning
  • Google Crash Course for Machine Learning

• Python

  • Python Introduction by Programming With Mosh
  • Python Official Documentation
  • Real Python Tutorials
  • Python for Everybody (PY4E)
  • Automate the Boring Stuff with Python
  • Python Crash Course
  • Full Stack Python

• Data Structures

  • Data Structures Introduction
  • MIT OpenCourseWare: Introduction to Algorithms
  • Stanford Algorithms Specialization
  • Visualgo - Visualizing Data Structures
  • Big-O Cheat Sheet

• Computer Science Fundamentals

  • CS50: Harvard's Introduction to Computer Science
  • OSSU Computer Science
  • Teach Yourself CS
  • Computer Science from the Bottom Up
  • Crash Course Computer Science

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Programming 💻

• Python

  • Python Roadmap
  • Python for Machine Learning

• Data Structures & Algorithms

  • Basics of Python Data Structures and Algorithms
  • Algorithms Visualization
  • Foundations of Data Structures - EDX
  • Data Structures - Coursera
  • NeetCode
  • Grokking Algorithms
  • Interactive Python Data Structures
  • Algorithm Visualizations by USFCA
  • Coding Interview University
  • AlgoExpert
  • Back to Back SWE

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Web Development 🌐

• Roadmaps

  • Front End Roadmap
  • Back End Roadmap

• Guides

  • Introduction to Internet
  • MDN Web Docs
  • W3Schools
  • freeCodeCamp
  • The Odin Project
  • Full Stack Open
  • JavaScript.info
  • CSS Tricks
  • Web.dev by Google

• Frontend Development

  • Frontend Masters
  • CSS Grid Garden
  • Flexbox Froggy
  • JavaScript30
  • React Documentation
  • Vue.js Documentation
  • Angular Documentation

• Backend Development

  • Node.js Documentation
  • Django Documentation
  • Flask Documentation
  • FastAPI Documentation
  • Spring Framework
  • Express.js

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Data Science & ML 🤖

• Data Analysis

  • Kaggle's Intro to Data Analysis
  • Introduction to Data Analytics By IBM
  • Data Analytics Courses By Harvard
  • Python for Data Analysis
  • DataCamp
  • 365 Data Science
  • Google Data Analytics
  • Data Science for Everyone
  • Statistics and Probability

• Machine Learning

  • Machine Learning Mastery
  • Supervised Machine Learning
  • Fast.ai
  • Deep Learning Specialization
  • TensorFlow Documentation
  • PyTorch Tutorials
  • Scikit-learn Documentation
  • Papers with Code
  • Hugging Face

• Artificial Intelligence

  • AI for Everyone
  • Elements of AI
  • AI Curriculum
  • OpenAI Documentation
  • AI Research Papers

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System Design 🏗️

• System Design Primer

• Grokking System Design

• System Design Interview

• Designing Data-Intensive Applications

• AWS Architecture Center

• Microsoft Azure Architecture

• Google Cloud Architecture

• DevOps & Cloud

  • DevOps Roadmap
  • AWS Training
  • Google Cloud Training
  • Azure Learning
  • Docker Documentation
  • Kubernetes Documentation
  • Jenkins Documentation

• Cybersecurity

  • Cybersecurity Roadmap
  • TryHackMe
  • HackTheBox
  • PortSwigger Web Security Academy
  • OWASP Top Ten
  • Cybrary

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Interview Prep 🎓

• LeetCode
• HackerRank
• Cracking the Coding Interview
• CodeForces
• CodeChef
• Coderbyte
• Spoj
• HackerEarth
• TopCoder
• Codewars
• uCoder
• LintCode
• CodeCombat
• InterviewCake
• At Coder
• Codility
• ICPC Problem Archive
• Codemia

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Contributing 💡

We welcome contributions! See our guidelines and open a pull request.

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License 📜

This project is licensed under the CC BY 4.0 License. See the LICENSE file for details.

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Happy learning! 🚀

🎯 Quick Navigation

🔮 Beginner's Path

• CS50: Harvard's Introduction to Computer Science
• Python for Everybody
• The Odin Project

⚔️ Intermediate Journey

• Data Structures & Algorithms
• Full Stack Development
• System Design Basics

🏰 Advanced Quests

• Machine Learning Mastery
• System Design Deep Dive
• Advanced Algorithms

🏆 Achievement Tracker

Track your coding journey:

• Complete CS50
• Build First Website
• Master Basic Data Structures
• Complete 50 LeetCode Problems
• Deploy First Full-Stack App
• Contribute to Open Source
• Learn a Frontend Framework
• Build an AI/ML Project

💫 Daily Inspiration

"First, solve the problem. Then, write the code." - John Johnson

🌟 Happy Coding! May your bugs be few and your commits be plenty! 🚀