README.md

My Guide to Computer Science

If I could go back in time to give my younger self advice or a road map, I would send them this link. This guide is inspired by the famous "build-your-own-x."

Table of Contents

This repository is a compilation of well-written, step-by-step guides in the field of Computer Science.

What I cannot create, I do not understand — Richard Feynman.

• Interview Preparation
• Projects
• Open-Source Contributions
• University Modules

Interview Preparation

• Interview Prep by Woo Jia Hao
• Technical Interview Handbook
• NeetcodeIO roadmap
• Google DSA Technical Guide
• Mock Interview Prep
• System Design Primer
• System Design Youtube Videos

Introduction to Fullstack Project Development:

• FullStack Open from University of Helsinki (comes with certificate)
• Odin Project, Fullstack Ruby on Rails or JavaScript
• MERN Stack Tutorial by MongoDB
• CS50's Webprogramming with Python and JavaScript
• freeCodeCamp Curriculum
• GraphQL with React & Apollo

Projects and Courses

• Build an LLM from scratch
• Harvard CS50 Full Course 25 Hours
• Firebase Login Authentication
• FreeCodeCamp 37 Hours Deep Learning for Computer Vision Course
• FreeCodeCamp PERN Stack Course
• FreeCodeCamp Augmented Reality Course
• MERN Full Stack Login Page
• PERN Stack Chat App
• FreeCodeCamp Swift Programming Course
• FreeCodeCamp Python Backend Development Course
• Web3 PayPal Clone
• Instagram Web Clone
• Full Stack React Chat App
• Minecraft Clone
• FreeCodeCamp Learn LangChain
• Enterprise-Level Food Ordering App
• Database Engineering Complete Course
• AWS Solution Architect Associate Certification
• Fireship Lab Courses
• FreeCodeCamp Learn RAG from Scratch

Readings

• Introduction to Git by Github
• freeCodeCamp Git and GitHub for Beginners - Crash Course
• Dive into Deep Learning
• FastAI Deep Learning

Open-Source Contributions

• Open-Source Guide by GitHub
• Intro to Open Source by GitHub
• Intro to Open Source by OpenSauced

Hackathon Opportunities

• DoraHacks.io
• Devpost
• Major League Hacking

Fellowship

• Major League Hacking Fellowship
• Google Summer of Code

Internship

• 2024 Singapore Summer Tech Internship
• Open Source Internship Programmes

Other Resources

• Developer Roadmaps
• Project Based Learning Repo
• List of Open Source Internship Repo
• DevOps Exercises Repo
• InfoSec Resources Repo
• New Grad Machine Learning Interview Guide

University Modules (NUS)

• CS1101S Programming Methodology I
• CS1231S Discrete Mathematics
• CS2030S Programming Methodology II (OOP & Functional Programming)
• CS2040S Data Structures and Algorithms
• CS2100 Computer Organisation
• CS2102 Database Systems
• CS2109S Introduction to AI and Machine Learning
• CS2105 Introduction to Computer Networks
• CS3230 Design and Analysis of Algorithms
• CS2106 Introduction to Operating Systems
• CS2101 Effective Communication for Computing Professionals
• CS2103T Software Engineering