https://github.com/uehwan/programming-study-pathway
A concise curriculum for mastering computer science using web materials
https://github.com/uehwan/programming-study-pathway
coding computer-science java machine-learning programming python web
Last synced: 5 months ago
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A concise curriculum for mastering computer science using web materials
- Host: GitHub
- URL: https://github.com/uehwan/programming-study-pathway
- Owner: Uehwan
- Created: 2019-04-12T08:24:03.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-04-12T08:59:54.000Z (over 6 years ago)
- Last Synced: 2025-01-22T04:12:08.720Z (12 months ago)
- Topics: coding, computer-science, java, machine-learning, programming, python, web
- Homepage:
- Size: 6.84 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Programming (Computer Science) Study Pathway
I majored in electrical engineering for my bachelor's degree. However, I'm currently working in a heavily computer-science related area. At first, I just wrote codes randomly and learned lessons heuristically during the process. Although my skills improved, I felt I was wandering. One day, I figured out that I needed to receive a well-structured education in computer science. Thankfully, there are heaps of excellent materials on the web from both academia and industry. I organized my own curriculum and started to teach myself. Unlike other currated lists of computer science courses, I tried to boil the online courses down to match one of curriculums of MIT and UC Berkeley.
## The Curriculum
I followed the MIT curriculum and replaced the courses that are not provided at OCW with similar UCB courses.
- https://www.eecs.mit.edu/docs/ug/Checklist.pdf
- https://ocw.mit.edu/index.htm
### Intro & Math
6.01 Introduction to EE and CS
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-01sc-introduction-to-electrical-engineering-and-computer-science-i-spring-2011/
6.0001 Introduction to Computer Science and Programming in Python
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/
6.0002 Introduction to Computational Thinking and Data Science
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/index.htm
6.042 Math for CS
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/
### Foundations
6.004 Computation Structures
- Lecture Video: https://www.youtube.com/user/Cjtatmitdotedu/videos
- Lecture Materials: https://computationstructures.org/
6.006 Introduction to Algorithms
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/
6.009 Fundamentals of Programming => CS 61B (from UCB)
- https://sp19.datastructur.es/
### Header
6.031 Software Construction
6.033 Computer System Engineering
6.046 Design and Analysis of Algorithms
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015/
6.034/036 Introduction to A.I./Machine Learning => Stanford CS 229, Berkeley CS 188
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010
### Other
6.UAT/6.UAR Tech Report for Layperson/Research
Elective 1 6.828 OS
Elective 2 6.858 Security
Elective 3 CS 186 Intro to DB or CMU courses on DB or Programming language