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- 0_foundations/0_theory_of_computation:
- lectures:
- Prof. Michael Sipser. 2020. MIT 18.404J Theory of Computation
- readings:
https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/pages/lecture-notes/
https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/pages/readings/
- recitations:
- assignments:
https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/pages/assignments/
- exams:
https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/pages/exams/
- 1_mathematics_of_computing:
- lectures:
- Prof. Tom Leighton, Dr. Marten van Dijk. 2010. MIT 6042J Mathematics for Computer Science:
- current: Lecture 1: Introduction and proofs: *
- readings:
- https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/pages/readings/
- Epp, S.S. 2010. Discrete mathematics with applications. 4th ed. Cengage Learning. Boston, MA.
- current position: pg. 6, exercise 1.1, question 4
- recitations:
- https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/pages/recitations/
- assignments:
- https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/pages/assignments/
- exams:
- https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/pages/exams/
- 0_theory_of_computation/3_design_and_analysis_of_algorithms:
- resource index: https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/pages/resource-index/
- lectures:
- Prof. Erik Demaine, Dr. Jason Ku, Prof. Justin Solomon. 2020. MIT 6.006 Introduction to Algorithms:
- current: 1. Algorithms and Computation: *
- Prof. Erik Demaine, Prof. Srini Devadas. 2011. MIT 6.006 Introduction to Algorithms:
- current: Lecture 2: Models of Computation, Document Distance: *
- readings:
- https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/pages/lecture-notes/
- assignments:
- https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/pages/assignments/
- practice:
- https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/pages/practice-problems/
- exams:
- quizzes: https://ocw.mit.edu/courses/6-006-introduction-to-algorithms-spring-2020/pages/quizzes/
- 5_software_and_its_engineering/0_software_notations_and_tools/3_compilers
- lectures:
- Prof. Alex Aiken. StanfordOnline SOE.YCSCS1 Compilers
- https://learning.edx.org/course/course-v1:StanfordOnline+SOE.YCSCS1+3T2024/home
- Neso Academy. 2023. Compiler Design
- Prof. Martin Rinard, Prof. Saman Amarasinghe. 2005. MIT 6.035 Computer Language Engineering
- Prof. Charles Leiserson, Prof. Julian Shun. 2018. MIT 6.172 Performance Engineering of Software Systems:
- current: Lecture 9: What Compilers Can and Cannot Do
- readings:
- craftinginterpreters
- https://craftinginterpreters.com/contents.html
- computation_and_information/5_software_and_its_engineering/0_software_notations_and_tools/3_compilers/craftinginterpreters
- https://ocw.mit.edu/courses/6-035-computer-language-engineering-sma-5502-fall-2005/pages/readings/
- Cooper, Keith, and Linda Torczon. Engineering a Compiler. San Mateo, CA: Morgan Kaufman, 2003. ISBN: 155860698X.
A modern classroom textbook, with increased emphasis on the back-end and implementation techniques. (Ark book)
- Appel, Andrew W. Modern Compiler Implementation in Java®. Cambridge, UK: Cambridge University Press, 1997. ISBN: 0521583888.
A textbook tutorial on compiler implementation, including techniques for many language features. (Tiger book)
- https://www.cs.princeton.edu/~appel/modern/java/
- https://www.cs.princeton.edu/~appel/modern/c/
- Muchnick, Steven. Advanced Compiler Design and Implementation. 1st ed. San Mateo, CA: Morgan Kaufman, 1997. ISBN: 1558603204.
Essentially a recipe book of optimizations; very complete and suited for industrial practitioners and researchers. (Whale book)
- Aho, Alfred V., Ravi Sethi, and Jeffrey Ullman. Compilers: Principles, Techniques and Tools. Reading, MA: Addison-Wesley, 1986. ISBN: 0201100886.
The classic compilers textbook, although its front-end emphasis reflects its age. (Dragon book)
============================================================================================================
- next₁:
- 2_hardware:
- lectures:
- Prof. Chris Terman. 2017. MIT 6.004 Computation Structures
- current: 1.2.1 What is Information: *
- MITx's Circuits and Electronics XSeries Program:
- series: https://www.edx.org/xseries/mitx-circuits-and-electronics
- MITx: Circuits and Electronics 1: Basic Circuit Analysis
- https://www.edx.org/learn/circuits/massachusetts-institute-of-technology-circuits-and-electronics-1-basic-circuit-analysis
- MITx: Circuits and Electronics 2: Amplification, Speed, and Delay
- https://www.edx.org/learn/circuits/massachusetts-institute-of-technology-circuits-and-electronics-2-amplification-speed-and-delay
- MITx: Circuits and Electronics 3: Applications
- https://www.edx.org/learn/electronics/massachusetts-institute-of-technology-circuits-and-electronics-3-applications-2
- Prof. Charles Leiserson, Prof. Julian Shun. 2018. MIT 6.172 Performance Engineering of Software Systems
- current: None
- readings:
- https://ocw.mit.edu/courses/6-004-computation-structures-spring-2017/
- but_how_do_it_know?_the_basic_principles_of_computers_for_everyone
- https://github.com/brianrhall/Assembly
- hardware integration | hardware-software integration | system integration: https://www.tea.blue/blog/hardware-software-integration-benefits/
- assignments:
- exams:
- 5_software_and_its_engineering/0_software_notations_and_tools/1_general_programming_languages:
- lectures:
- readings:
- c
- complete: https://github.com/praisetompane/c
- lectures:
- Neso Academy. 2021. C Programming
- readings:
- Brian Kernighan, Dennis Ritchie, The C Programming Language
- write simplified interpreter and compiler for the language in the language
- write HTTP server
- assembly
- lectures:
- Prof. Charles Leiserson, Prof. Julian Shun. 2018. MIT 6.172 Performance Engineering of Software Systems:
- https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-172-performance-engineering-of-software-systems-fall-2018/lecture-videos/lecture-4-assembly-language-computer-architecture
Lecture 4: Assembly Language & Computer Architecture:
- https://ocw.mit.edu/courses/6-172-performance-engineering-of-software-systems-fall-2018/resources/lecture-4-assembly-language-computer-architecture/
Lecture 5: C to Assembly
- https://ocw.mit.edu/courses/6-172-performance-engineering-of-software-systems-fall-2018/resources/lecture-5-c-to-assembly/
- readings:
- https://github.com/brianrhall/Assembly
- machine_code: instruction sets
- x86
- arm
- mibs
- risc-v:
- https://github.com/riscv
- https://github.com/mit-pdos/xv6-riscv
- cisc
- resources: https://crackmes.one
- haskell
- complete: /computation_and_information/language_template
- source:
- https://github.com/haskell
- https://github.com/ghc
- write simplified interpreter and compiler for the language in the language
- pytorch
- verilog
- complete: https://github.com/praisetompane/verilog
- https://web.mit.edu/6.111/www/f2017/handouts/L03_4.pdf
- https://inst.eecs.berkeley.edu/~eecs151/fa20/files/verilog/Verilog_Primer_Slides.pdf
- https://www.chipverify.com/verilog/verilog-tutorial
- coq
- source:
- https://github.com/coq
- LEAN
- source:
- https://github.com/leanprover
- rust:
- complete: https://github.com/praisetompane/rust
- https://www.rust-lang.org
- https://github.com/praisetompane/rust/tree/main
- write simplified interpreter and compiler for the language in the language
- unified_discipline_of_computer_programming
- readings: /1_general_programming_languages/concepts_techniques_and_models_of_computer_programming.van_roy_p.pdf
- assignments:
- exams:
- 3_computer_systems_organization:
- lectures:
- Morris Robert, Madden Samuel. 2005. MIT 6.033 Computer System Engineering
- https://dspace.mit.edu/handle/1721.1/118791
- Dr. Katrina LaCurts. 2018. MIT 6.033 Computer System Engineering
- https://ocw.mit.edu/courses/6-033-computer-system-engineering-spring-2018/pages/syllabus/
- readings:
- assignments:
- exams:
- 4_networks:
- lectures:
- Web Technology. 2019. Education 4u.
- https://www.education4u.in
- readings:
- assignments:
- exams:
============================================================================================================
next₂:
- 5_software_and_its_engineering/1_software_organisation_and_properties
- lectures:
- Morris Robert, Madden Samuel. 2005. MIT 6.033 Computer System Engineering
- https://dspace.mit.edu/handle/1721.1/118791
- Dr. Katrina LaCurts. 2018. MIT 6.033 Computer System Engineering
- https://ocw.mit.edu/courses/6-033-computer-system-engineering-spring-2018/pages/syllabus/
- readings:
- /contextual_software_domains/operating_systems
- Linux: https://github.com/torvalds/linux
- 6_computing_methodologies/artificial_intelligence:
- lectures:
- Prof. Shai Ben-David. 2015. University of Waterloo CS 485-685 Foundations of Machine Learning
- Prof. Tamara Broderick. 2020. MIT 6.036 Introduction to Machine Learning
- readings:
- assignments:
- exams:
- 6_computing_methodologies/symbolic_and_algebraic_manipulation:
- lectures:
- readings:
- assignments:
- exams:
- 6_computing_methodologies/concurrent_computing_methodologies:
- lectures:
- readings:
- assignments:
- exams:
============================================================================================================
- next field template:
- lectures:
- readings:
- assignments:
- exams:
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legend:
*: S visit complete
**: R3 visit complete