🌐 Computer Science Roadmap 📚💻

Welcome to the Computer Science Roadmap! This guide is designed for anyone interested in computer science, from beginners to those looking to expand their knowledge.

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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

• Data Structures

  • Data Structures Introduction

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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

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Web Development 🌐

• Roadmaps

  • Front End Roadmap
  • Back End Roadmap

• Guides

  • Introduction to Internet

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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

• Machine Learning

  • Machine Learning Mastery
  • Supervised Machine Learning

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System Design 🏗️

• System Design Primer

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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! 🚀