推荐的计算机科学课程和推荐的学习顺序
I made this. But not sure if it's helpful. So please tell me.
Map:
Math courses:
- Single variable calculus: MIT Calculus I
- Multivariable calculus: MIT Calculus II
- Probability: MITx Probability - The Science of Uncertainty and Data
- Differential equations: MIT Differential Equations
- Signals and systems: MIT Signals and systems
- Linear algebra: MIT Linear algebra
- Intro to discrete mathematics: MIT Mathematics for computer science
Physics courses:
- Classical mechanics: RiceX mechanics part 1, part 2
- Electricity and magnetism: RiceX Electricity and magnetism part 1, part 2
CS courses:
- Computer literacy: MIT CS missing semester
- Introduction to computer science: Teachyourselfcs programming recommendations
- Computer architecture: Teachyourselfcs computer architecture recommendations
- Operating systems: Teachyourselfcs operating systems recommendations
- Computer networks: Teachyourselfcs networks recommendations
- Data structures and algorithms: Teachyourselfcs algorithms recommendations
- Languages and compilers: Teachyourselfcs languages recommendations
- Software construction: MIT Software construction
- Software engineering: UBCx Software engineering
- Machine learning: Andrew Ng Machine Learning
- Image processing and computer vision: NU Fundamentals of Digital Image and Video Processing
- Computer graphics: UCSDx Computer graphics
- Databases: Teachyourselfcs databases recommendations
- HTML, CSS and JS: John Hopkins HTML, CSS, and Javascript for Web Developers
- CSS frameworks: Front-End Web UI Frameworks and Tools: Bootstrap 4
- Back-end frameworks: Server-side Development with NodeJS, Express and MongoDB
- Front-end frameworks: Front-End JavaScript Frameworks: Angular
- Introduction to computer security: MIT Computer systems security