Software Engineering Notes

• Web Developer Roadmap
• Books
• Practice writing small programs
• Fix bugs in open source projects
• Study relational databases
• Practice building web apps from scratch
• Practice answering system design questions
• Algorithms
• Massive Open Online Courses (MOOCs)
  • Khan Academy
  • MIT Open Learning
• Software development process
  • Lightweight methodology
• Code Examples
• Interviewing
• Principles
• License

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Web Developer Roadmap

• Kamran Ahmed's Developer Roadmap
• Free Code Camp's 2019 Web Developer Roadmap

Books

• Automate the Boring Stuff
• Grokking Algorithms
• The Art of SQL
• The Algorithm Design Manual
• The Unix Programming Environment
• Advanced Programming in the Unix Environment
• The C Programming Language
• Cracking the Coding Interview
• The Architecture of Open Source Applications
• Site Reliability Engineering Books
  • Site Reliability Engineering
  • Site Reliability Workbook
• Software Engineering at Google
• How to Design Programs
• Haskell Programming from first principles

Practice writing small programs

• freeCodeCamp Certifications
• Exercism: Code practice and mentorship for everyone
• LeetCode
• HackerRank
• Advent of Code
  • Advent of Code 2018
• edabit Challenges
• JS-Challenges: Recursion Prompts
• javascript-koans
• Project Euler

Fix bugs in open source projects

• Django - Easy Pickings
• Bugcrowd - Public Bug Bounty List
• HackerOne - Bug Bounty Programs
• Google Security Reward Programs

Study relational databases

• Use the Index, Luke!

Practice building web apps from scratch

• Django
• Flask

Practice answering system design questions

• Google: How Search Works
• System Design Cheatsheet
• System Design for Tech Interviews

Algorithms

• Educative
  • Educative - Mastering Data Structures: An interview refresher
  • Educative - Recursion for Coding Interviews
• Interview Cake
  • Interview Cake: The Intuitive Guide to Data Structures & Algorithms
  • Interview Cake: Big O Notation
• Practical Algorithms and Data Structures
• Pythonic Data Structures and Algorithms
• Teach Yourself Computer Science - Algorithms

Massive Open Online Courses (MOOCs)

• Coursera
• Educative
• edX Computer Science
• Tyler McGinnis
• Udacity

Khan Academy

• Algorithms
• Journey into cryptography
• Journey into information theory
• How computers work
• Internet 101

MIT Open Learning

• The Missing Semester of Your CS Education
• MIT Open Learning Library
• MIT OpenCourseWare - Computer Science
• MIT OpenCourseWare on YouTube
• MIT Computer Science & Artificial Intelligence Lab (CSAIL) on YouTube

Software development process

• Waterfall model
  • Structured systems analysis and design method
  • V-Model
• Spiral model
• Offshore custom software development
• Chaos model
• Incremental funding methodology

Lightweight methodology

• ICONIX
• Rapid application development
  • Adaptive software development
  • Feature-driven development
    • Minimum viable product
  • Unified Process
    • Rational Unified Process
      • Agile Unified Process
      • Open Unified Process
  • Agile software development
    • Extreme programming

Code Examples

• Programming-Idioms

Interviewing

• Cracking the Coding Interview
• Recruitment process for a Google job (SRE, Site Reliability Engineer)
• Pramp

Principles

• Law of Demeter, or principle of least knowledge:
  • Don't talk to strangers.
  • Only talk to your closest friends.
  • Know as little as possible about others.

License

Released as open source software under the terms of the ISC License.