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awesome_computer_science

The complete syllabus of Computer Science and Engineering. Roadmap, Checklist for Beginners.
https://github.com/apeman/awesome_computer_science

Last synced: about 16 hours ago
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Table of Contents
- Design and Analysis of Algorithms
Digital Electronics
- Printed Circuit Boards
Computer Organization and Architecture
- Assembly Language
Theory of Computation and Automata
- Turing Machines
- Decidability of Languages
- Reducibility of Languages
- NFA - [DFA](https://www.javatpoint.com/deterministic-finite-automata)
- Regular Expressions
- Context-Free Languages and Grammers
- Pushdown Automata
- Complexity Theory : P vs NP
Compiler Design
- Golang reference specifications
Programming
- Character constants, escape sequences, string constants
- Data types and Type conversion
- Precedence and associativity - us/cpp/cpp/cpp-built-in-operators-precedence-and-associativity?source=apeman)
- Functions
- storage class - us/cpp/cpp/scope-visual-cpp?source=apeman)
- if, for, while, switch_case
- break, continue, goto
- Arrays
- Structs
- Header files, #MACROS
- malloc, calloc, realloc - us/cpp/cpp/main-function-command-line-args?source=apeman)
- input/output
- <Math.h>
- Everything mentioned in C
- namespaces
- Classes
- Access Controls : Public, Private, Protected
- Member Functions - us/cpp/cpp/friend-cpp?source=apeman)
- Function Overloading
- Constructor - us/cpp/cpp/destructors-cpp?source=apeman)
- Inheritence - polymorphism/)
- Templates
Data Structures
- Skip-Lists done right
- Hash Tables
- - h.eng.cam.ac.uk/help/tpl/talks/C++graphs.html)**
- Arrays
- Linked Lists
- Skip Lists
[Algorithms](https://xlinux.nist.gov/dads/)
Artificial Intelligence
DBMS and SQL
- FCC quick commands - commands-dbms-query.html)
- CREATE
- DROP
- ALTER
- TRUNCATE
- SELECT
- INSERT
- UPDATE
- DELETE
- GRANT
- REVOKE
- COMMIT
- ROLLBACK
- SAVEPOINT
- COUNT - function.html) | [AVG](https://www.1keydata.com/sql/sql-average.html) | [MAX](https://www.1keydata.com/sql/max-function.html) | [MIN](https://www.1keydata.com/sql/min-function.html)
- FULL OUTER JOIN
- INNER JOIN
- LEFT JOIN
- NATURAL JOIN
- LEFT OUTER JOIN
- RIGHT OUTER JOIN
- DataBase Management Systems
[Operating Systems](http://pages.cs.wisc.edu/~remzi/OSTEP/)
Cryptography and Network Security
- Data Science and Machine Learning
Web Development
- Data Science and Machine Learning
  - Mozilla Developer Network Website
  - MDN Getting Started Guide
  - HTML5
  - CSS3
  - JavaScript
  - Web Forms
  - Browser APIs
  - Accessibility
  - Tools and Testing
  - JSON and other formats
  - Golang - how-to-code/)
  - Python Flask
  - Git internals
[Computer Graphics](https://www.cs.uic.edu/~jbell/CourseNotes/ComputerGraphics/)
- Data Science and Machine Learning

Categories

DBMS and SQL 24 Programming 24 Cryptography and Network Security 16 Web Development 13 Theory of Computation and Automata 8 Artificial Intelligence 8 Data Structures 7 [Computer Graphics](https://www.cs.uic.edu/~jbell/CourseNotes/ComputerGraphics/) 6 Digital Electronics 2 [Operating Systems](http://pages.cs.wisc.edu/~remzi/OSTEP/) 1 [Algorithms](https://xlinux.nist.gov/dads/) 1 Computer Organization and Architecture 1 Table of Contents 1 Compiler Design 1

Sub Categories

Data Science and Machine Learning 26