A collection of resources during our studying years in NUS SoC Which does not only contain the modules we took, but everything we've came across while struggling through the course :)

Largely organised by CS Focus Areas

• General Resources, or things to make your NUS life easier
• Learning to Program, which includes resources for foundation programming modules (i.e. CS1010, CS1020...)
• Algorithms and Theory
• Artificial Intelligence
• Computer Networks
• Computer Security
• Database Systems
• Interactive Media
• Information Retrieval
• Parallel Computing
• Software Engineering
• Mobile Development
• Web Development
• Technical Interviews and other tips
• Physics and Mathematics, because we all have to take them in our degree requirements
• Information Systems Modules
• Others: GEM/ SS modules, Free Academic Resources, and cool coding-related links

• CS Programme Requirements
• NUS SoC Focus Areas
• SoC Course Catalogue
• NUSMods for Timetable Planning
• Collation of NUS related links
• Introduction to Sunfire
• [Basic Vim commands](resources/Misc/Vim commands.docx)
• [Basic UNIX commands](resources/Misc/UNIX commands.docx)
• Resources for Freshman by Mr. Aaron Tan
• ReadPeer IVLE for reading and organising IVLE notes

• CS1010 Programming Methodology
  • Website for AY2015/2016
  • [Jin Zhe's condensed notes](resources/CS1010/CS1010 NOTES.docx)
• Learning C in Chinese
  • Course from Peking University

• CS1020E
  • Learning C++ in Chinese
    • Course from Peking University
  • Learning C++ in English
    • Course from UC Santa Cruz
  • Self-learning C++ website
    • learncpp
  • C/C++ References
    • cppreference
  • CS1020E Unofficial Resources
    • Tay Yang Shun's site for CS1020E Unofficial Resources
• CS3241 Computer Graphics (Using OpenGL with C++)
  • Getting the OpenGL library
    • Get OpenGL
  • Self-learning Resources
    • An intro to modern OpenGL
    • MIT course materials
    • Stanford course materials
    • Basic code examples
    • OpenGL bascis guide

• Learning C# in English
  • Course from University of Colorado
  • Course from Microsoft Experts
  • Quick guide

• Learning Python in English
  • Course from MIT
  • Course from University of Texas
  • Course from University of Michigan
• Python References
  • Official Documents

• CS1020 & CS2010 Data Structures and Algorithms
  • Website for AY 2013/14
  • Online Java IDE
  • [Jin Zhe's condensed notes for CS1020](resources/CS1020/CS1020 NOTES.docx)
  • [CS1020 UML conventions](resources/CS1020/UML NOTES.docx)
• Learning Java in Chinese
  • Course from Peking University
• Learning more about algorithms
  • Visualgo.Net
  • Algorithms from Princeton

• CS2100 Computer Organisation
  • AY2014/2015 Website by Aaron Tan
• CS2106 Introduction to Operating Systems
  • 2011 Course Page by Prof Ooi Wei Tsang
  • 2014/15 Course Page by Lubomir
  • Textbook: Operating Systems Principles

• CS3230 Design and Analysis of Algorithms
  • The 2010 Version
  • MIT Introduction to Algorithms Book. Also the textbook used in CS3230.
  • MIT Similar Course
• CS3233 Competitive Programming
  • Competitive Programming Ver 1
  • Competitive Programming Facebook Page
  • UVa Online Judge
  • Felix Halim's uHunt
  • HackerRank
  • CodeForces

• CS3243 Introduction to Artificial Intelligence
  • Textbook used: Artificial Intelligence A Modern Approach
  • Multi-Agent Planning, Learning, and Coordination Group by the lecturer Bryan Low
• CS3244 Machine Learning
  • Textbook used: Machine Learning by Tom M. Mitchell
  • Stanford Machine Learning Course by Andrew Ng
• CS5228 Knowledge Discovery and Data Mining
  • The 2014 page
  • Recommender Systems and Social Web 2014
  • Kaggle Competition
  • Data Science iPython Notebooks
  • Mining of massive datasets(Second Edition). Leskovec, Jure, Anand Rajaraman, and Jeffrey David Ullman. Cambridge University Press, 2014.

• CS2105 Introduction to Computer Networks
  • Course Website by Ooi Wei Tsang
  • Prof Ooi's Github instructional materials for the blog
• CS3103 Computer Networks & Protocols
  • Lecture notes
• CS4274 Mobile & Multimedia Networking
  • Lecture notes
  • Textbook: Computer Networking A Top Down Approach
  • Textbook: Computer Networking A Top Down Approach PDF
• CS4344 Networked and Moile Games
  • Official home page
  • Yang Shun's model answers to assignments (full marks for all)

• CS2107 Introduction to Security
  • Hugh Anderson's slides 2014

• CS2102 Database Systems
  • Great online course on SQL
  • Related course from Stanford
  • Francis Pang's CS2102 Student Guide

• CS3247 Game Development
  • Unity 3D
  • Unreal Engine
• CS3249 User Interface Development
  • Module Website
  • Qt Download Site
  • Official Qt Documentation
• CS4243 Computer Vision and Pattern Recognition
  • Computer Vision: Algorithms and Applications by Szeliski
  • OpenCV
  • OpenCVSharp, a C# Wrapper for OpenCV
  • EE4212 Computer Vision
  • CS4243 Lab Answers
  • Sample Project source code
• CS4347 Sound and Music Computing
  • NUS SMC Lab

• CS3245 Introduction to Information Retrieval
  • Course Webpage 2015
  • Stanford Natural Language Processing Group
  • NLTK Python
• CS3246 Multimedia Content Analysis and Search
• CS4242 Social Media Computing
• CS4248 Natural Language Processing
  • Columbia University Topics in Speech Processing: Computational Approaches to Emotional Speech by Julia Hirschberg

• CS3210 Parallel Computing
  • Textbook: Parallel Programming for Multicore and Cluster Systems
  • Cuda C++ guide
  • Textbook: Introduction to Parallel Computing, Second Edition

• CS2103/T: Software Engineering
  • Module Website AY2014/2015
  • Clean Code
  • Java Coding Conventions
  • C++ Coding Conventions by Google
• CS3216 Software Development for Digital Markets
  • On CS3216/CS3217 and Elitism
  • CS3216 Post Mortem
• CS3217 Software Engineering on Modern Application Platforms
  • Official Home Page

• Android Developers Getting Started
• Google Material Design Principles

• Objective-C online video course by Stanford University
• Swift online video course by Stanford University - SAME PROFESSOR!
• Simple-to-use web-based prototyping application using images for iPhone - 30 days free trial
• NSHipster is a journal of the overlooked bits in Objective-C, Swift, and Cocoa. Updated weekly.
• One-stop website for tutorials for specific functionalities

• CP3101B Web Programming and Applications
  • 2015 Course Webpage
  • Update Aug 2015: This course will be changed to CS3226.
• Learning about web applications
  • Course from The University of New Mexico

• Some tutorials
  • Interactive PHP
• PHP References
  • Official References

• Getting started
• Top Rails Resources
• Codecademy's Ruby course
• Codecademy's Learn RoR course
• Codecademy's RoR Authentication course
• M Hartl's Rails Tutorial everyone loves
• One Month Rails

• Getting started
• AngularJS tutorial by Tutorialspot
• Free basic course from Codeschool
• Codecademy's Learn AngularJS course
• Thinkster: A Better Way to Learn AngularJS
• AngularJS cheatsheet
• Amazing github repo for blog posts, articles, videos, etc for learning AngularJS
• AngularJS YouTube channel
• More links

• LeetCode
• CarrerCup
• GeeksforGeeks
• Also see competitive programming platforms under CS3233 Competitive Programming
• Jin Zhe's practices in Java (if it's of any help)
• Algorithms
• Data-structures

• From a Googler: the Google interview process (MUST READ)
• Long but worthwhile read by beloved Steve Yegge
• "Hacking a Google Interview" by MIT
• APAC Google interview experience/process by Emanuel Saringan

• Get that job at Facebook
• Preparing for a technical interview with programming contests

• How to Ace an Algorithms Interview
• The Coding Interview

• CS1231 Discrete Structures
  • Extra Resources for its first chapter. It is useful for CS2102 also!
• LSM1301 General Biology
  • Lecture Notes
• MA1521 Calculus for Computing
  • Extra Resources (in Chinese)
• MA1101R Linear Algebra I
  • Textbook: Linear Algebra: Concepts and Techniques on Euclidean Spaces by Ng Kah Loon. Can only buy at NUS Co-Op
  • A textbook from UBC that serves its purpose
• MA2214 Combinatorics and Graphs I
  • Textbook (PDF Version)
• ST2334 Probability and Statistics
  • One whole long pdf of notes
• ST2132 Mathematical Statistics
  • Textbook: Mathematical Analysis and Statistics by John Rice
• ST2137 Computer Aided Data Analysis
  • AY2013/2014 Course Webpage
• PC1221 Fundamentals of Physics I
  • College Physics by Serway
• PC1222 Fundamental of Physics II
  • Course Webpage by Prof Ke-Qin Zhang

• IS1105 Strategic IT Applications
  • [Jin Zhe's condensed notes](resources/IS1105/IS1105 NOTES.docx)
• IS2102 Requirements Analysis and Design
  • Lecture Notes & Tutorials
• IS2103 Enterprise Systems Development Concepts
  • Lecture Notes

• GEK1505 Living With Mathematics (It is similar to CS1231)
• GEK1508 Einstein's Universe & Quantum Weirdness ([Jin Zhe's notes](resources/GEK1508/GEK1508 NOTES.docx))
• GEK1509 Introduction To The Nanoworld ([Jin Zhe's notes](resources/GEK1509/GEK1509 NOTES.docx))
• GEM1537 Nanotechnology For Everyone - From Smart Phone, Innovation to Entrepreneurship - Shaping the Future
• GEM2900 Understanding Uncertainty and Statistics
• GEM2901 Statistics in the Media
• GEK1527 (or LSM1302) Genes and Society

• SSA2204 Nation Building in Singapore

• PH1102E Introduction to Philosophy
• [Jin Zhe's summarized notes](resources/PH1102E/PH1102E NOTES.docx)
• Abraham Kang's notes
• CS2101 Effective Communication for Computing Professionals
• Reflections Blog by Ms Isabel Chew

• Cloud9
• Nitrous Pro

• MIT Open Courseware
• Stanford Online
• Coursera
• Programming Books Sandbox

• Codecademy
• Codeschool
• Tutorial Spot
• PluralSight (free 90-day trial for students)
• Thinkster
• Code Avengers
• Treehouse
• Udacity
• Khan Academy

• Rosetta Code presents algorithms in as many different languages as possible
• Online IDE and Terminal for almost all languages!
• 40 key computer science terms explained in ways your boss can understand
• Notes to NUS Freshmen from the Future, written by some Seniors

• Jin Zhe's programming cheatsheets
• Learning Office 365 APIs in English
  • Course from Microsoft Experts

• @chanjunweimy
• @dexots
• @quarbby
• @spyrant
• @yangshun
• @panpn

Help us build this list! :) Fork the repo and send a pull request!