Cyber Labs - Getting Started

Table of Contents

• Computer Basics

• Linux

• Web

  • FrontEnd

  • BackEnd

• Android

• Machine Learning

  • Start here

  • Learn Python for Machine Learning

  • Common ML Algorithms

  • Learn high-level frameworks

  • Practice

  • The path ahead

    • Deep Learning

      • Coursework

      • Further resources

    • Natural Language Processing

    • Reinforcement Learning

  • A few more useful resources

• Cyber Security/Hacking

  • Introduction to Ethical Hacking/Pentesting

    • How Does The Internet Work

• Blockchain

  • Introduction

  • Bitcoin

  • Ethereum

  • Transitioning to Web 3.0

  • Advanced concepts of DeFi

• Competitive Programming

  • C++

• Hardware

• Open Source

  • Git/GitHub (Video Tutorial)

• Graphic Design

  • Adobe Photoshop

  • Adobe Illustrator

  • Blender

Computer Basics

https://www.freecodecamp.org/videos/computer-basics-the-4-basic-parts-of-a-computer

Linux

Excellent Linux tutorial

Competitive Programming

• A complete roadmap for competitive programming: CP-Roadmap

• List of topics to be covered along with tutorials: Data-structures-and-algorithms

• List of tutorials on different topics: Algorithmic-Resources

• Articles published on Hackerrank: HackerRank-Topics

• Practice: Codeforces | Codechef | Hackerrank

C++

• STL: Tutorials on STL