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apeman

awesome_computer_science

The complete syllabus of Computer Science and Engineering. Roadmap, Checklist for Beginners.

TutorialsMath/CS fundamentals
Open on GitHub
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Created 2020-06-28 · Updated 2026-10-14 · #16532 today
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apemanTyuzu

apeman/awesome_computer_science is ranked 16,532 with 586 stars.

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Key parameters and specifications
Key parameters and specifications
ParameterValue
CategoryTutorials
SubcategoryMath/CS fundamentals
Stars586
Forks52
Contributors2
Created date2020-06-28
Updated date2026-10-14
Stars in 1 day0
Stars in 7 days1
Rank16,532
Previous rank6,846
Rank change-9,686
7-day stars rank11,257
Previous 7-day stars rank11,310
7-day stars rank change53
Total stars rank17,091
Previous total stars rank17,061
Total stars rank change-30
CountryIndia
Frequently asked questions

How many stars and forks are recorded?

apeman/awesome_computer_science has 586 stars and 52 forks.

What is the repository rank?

apeman/awesome_computer_science is ranked 16,532.

Which repository is closest in rank?

apeman/awesome_computer_science is compared with avidevelops/claude-architect-exam-prep, ranked 16,533 with 586 stars.

README

🧠 Computer Science and Engineering Roadmap and Checklist

Complete syllabus of Computer Science and Engineering (UG), structured as a practical checklist.

📚 Overview

Computer Science is divided into 4 parts:

📘 Discrete Mathematics PDF is required for understanding graphs
📐 Mathematics Syllabus
☁️ Cloud computing basics are covered under Computer Networks

📑 Table of Contents

Computer Science 1

Computer Science 2

Computer Science 3

Computer Science 4

Computer Science - 1

Digital Electronics

  • [ ] Boolean Algebra

    • Number Systems
    • Arithmetic Operations
    • 1’s & 2’s Complement
    • Karnaugh Maps

  • [ ] Hardware

    • Logic Gates
    • Flip-Flops & Latches
    • Adder / Subtractor
    • Encoder / Decoder
    • Multiplexer / Demultiplexer
    • Integrated Circuits
    • Printed Circuit Boards

Computer Organization and Architecture

  • [ ] Computer Organization

    • Address Bus, Data Bus
    • ROM, EPROM, RAM
    • Memory Hierarchy & Cache
    • Virtual Memory
    • Secondary Storage
    • PLDs & Controllers
    • Input / Output Devices

  • [ ] Computer Architecture

    • Stack & Registers
    • Endianness
    • Floating Point Numbers
    • Addressing Modes
    • Pipelining
    • Interrupts
    • RISC vs CISC
    • aarch64, x86 / AMD64, MIPS, RISC-V
    • Assembly Language

Theory of Computation and Automata

Computer Science - 2

Compiler Design

  • [ ] Lexical Analysis
  • [ ] Syntax Analysis
  • [ ] Type Checking
  • [ ] Intermediate Code Generation
  • [ ] Optimization
  • [ ] Code Generation
  • [ ] Assembly & Linking
  • [ ] Memory Management
  • [ ] Interpreters
  • [ ] Golang Specification

Programming

  • [ ] C

    • Data Types & Type Conversion
    • Operators & Precedence
    • Functions & Scope
    • Control Flow
    • Arrays, Strings, Pointers
    • Structs, Union, Enum
    • Dynamic Memory
    • File I/O
    • math.h

  • [ ] C++

    • Namespaces
    • Classes & Objects
    • Access Control
    • Constructors & Destructors
    • Inheritance & Polymorphism
    • Templates

Data Structures

  • [ ] Arrays

  • [ ] Linked Lists

  • [ ] Skip Lists

  • [ ] Hash Tables

  • [ ] Stack, Queue, Set

  • [ ] Trees

    • BST, AVL, Splay
    • Red-Black Trees
    • Segment Trees
    • Tries

  • [ ] Graphs

    • Adjacency Matrix
    • Adjacency List

Algorithms

  • [ ] Searching (Binary Search, Priority Queue)
  • [ ] Sorting (Merge, Quick, Insertion, Selection)
  • [ ] BFS / DFS
  • [ ] Dijkstra
  • [ ] Bellman-Ford
  • [ ] Minimum Spanning Trees
  • [ ] Time & Space Complexity

Artificial Intelligence

  • [ ] Knowledge Representation
  • [ ] First Order Logic
  • [ ] State Space Search
  • [ ] Hill Climbing
  • [ ] Simulated Annealing
  • [ ] A*
  • [ ] Min-Max
  • [ ] Bayes Theorem
  • [ ] Neural Networks
  • [ ] Gradient Descent
  • [ ] CNNs
  • [ ] Backpropagation

Computer Science - 3

DBMS and SQL

  • [ ] SQL

    • DDL, DML, DQL, DCL, TCL
    • Joins
    • Subqueries
    • Aggregate Functions
    • Window Functions

  • [ ] DBMS

    • ER Model
    • Keys & Constraints
    • Normal Forms
    • Indexing
    • Transactions
    • ACID / BASE
    • SQL Injection
    • NoSQL

Operating Systems

  • [ ] Boot Process
  • [ ] Processes & Threads
  • [ ] IPC
  • [ ] Scheduling Algorithms
  • [ ] Deadlocks & Synchronization
  • [ ] Memory Management
  • [ ] Virtual Memory
  • [ ] File Systems
  • [ ] OS Security
  • [ ] Unix Commands

Computer Networks

  • [ ] OSI & TCP/IP Layers
  • [ ] Flow & Congestion Control
  • [ ] Routing Algorithms
  • [ ] UDP & Sockets
  • [ ] IPv4 / IPv6
  • [ ] BGP & OSPF
  • [ ] HTTP, FTP, DNS, SMTP
  • [ ] Cloud Computing Basics

Software Engineering

  • [ ] SDLC Models
  • [ ] Cost Estimation
  • [ ] COCOMO
  • [ ] Risk Management
  • [ ] Requirements Engineering
  • [ ] Design Principles
  • [ ] Testing & QA

Computer Science - 4

Cryptography and Network Security

  • [ ] Encryption Algorithms
  • [ ] Hashing
  • [ ] Key Distribution
  • [ ] Digital Signatures
  • [ ] Compression
  • [ ] Firewalls
  • [ ] Steganography
  • [ ] SSL / TLS

Data Science and Machine Learning

  • [ ] Bias & Variance
  • [ ] Supervised Learning
  • [ ] Unsupervised Learning
  • [ ] k-NN
  • [ ] Clustering
  • [ ] Image Processing

Web Development

  • [ ] Frontend

    • HTML5
    • CSS3
    • JavaScript
    • Browser APIs
    • Accessibility

  • [ ] Backend

    • Go / Python
    • Git Internals
    • Message Queues

Computer Graphics

  • [ ] OpenGL Basics
  • [ ] Rendering
  • [ ] Shading
  • [ ] Texturing
  • [ ] Ray Tracing
  • [ ] Ray Casting

Projects

👉 https://github.com/apeman/awesome_computer_science/blob/master/what-should-i-code.md

License

Mozilla Public License

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