computer-science

Computer Science curriculum

A comprehensive education in computer science using online materials.

🎓 Path to a free self-taught education in Computer Science!

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Summary
CS 2013 Match the curricular standards of the : Curriculum Guidelines for Undergraduate Degree Programs in Computer Science

Community
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Curriculum / Intro CS / Introduction to Programming
Introduction to programming
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Curriculum / Intro CS / Introduction to Computer Science
Introduction to Computer Science and Programming using Python
high school algebra
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Curriculum / Core CS / Core programming
Systematic Program Design
part 1 chat: /
Class-based Program Design
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Programming Languages, Part A
Hear instructor Systematic Program Design ( )
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Programming Languages, Part B
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Programming Languages, Part C
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Object-Oriented Design
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Software Architecture
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Curriculum / Core CS / Core math
Calculus 1A: Differentiation ( )
high school math
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Calculus 1B: Integration
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Calculus 1C: Coordinate Systems & Infinite Series
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Mathematics for Computer Science ( )
2015/2019 solutions 138 3 months ago
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Curriculum / Core CS / CS Tools
The Missing Semester of Your CS Education
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Curriculum / Core CS / Core systems
Build a Modern Computer from First Principles: From Nand to Tetris ( )
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Build a Modern Computer from First Principles: Nand to Tetris Part II
these programming languages one of , From Nand to Tetris Part I
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Operating Systems: Three Easy Pieces
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Computer Networking: a Top-Down Approach
Wireshark Labs
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Curriculum / Core CS / Core theory
Divide and Conquer, Sorting and Searching, and Randomized Algorithms
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Graph Search, Shortest Paths, and Data Structures
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Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
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Shortest Paths Revisited, NP-Complete Problems and What To Do About Them
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Curriculum / Core CS / Core security
Cybersecurity Fundamentals
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Principles of Secure Coding
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Identifying Security Vulnerabilities
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Identifying Security Vulnerabilities in C/C++Programming
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Exploiting and Securing Vulnerabilities in Java Applications
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Curriculum / Core CS / Core applications
Databases: Modeling and Theory
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Databases: Relational Databases and SQL
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Databases: Semistructured Data
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Machine Learning
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Computer Graphics ( )
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Software Engineering: Introduction
sizable project Core Programming, and a
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Curriculum / Core CS / Core ethics
Ethics, Technology and Engineering
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Introduction to Intellectual Property
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Data Privacy Fundamentals
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Curriculum / Advanced CS / Advanced programming
Parallel Programming
Compilers
Introduction to Haskell
Learn Prolog Now! ( )*
Software Debugging
Software Testing

Curriculum / Advanced CS / Advanced systems
Computation Structures 1: Digital Circuits
Nand2Tetris II
Computation Structures 2: Computer Architecture
Computation Structures 3: Computer Organization

Curriculum / Advanced CS / Advanced theory
Theory of Computation ( )
Mathematics for Computer Science , logic, algorithms
Computational Geometry
Game Theory

Curriculum / Advanced CS / Advanced Information Security
Web Security Fundamentals
Security Governance & Compliance
Digital Forensics Concepts
Secure Software Development: Requirements, Design, and Reuse
Secure Software Development: Implementation
Secure Software Development: Verification and More Specialized Topics

Curriculum / Advanced CS / Advanced math
Essence of Linear Algebra
high school math
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Linear Algebra
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Introduction to Numerical Methods
Linear Algebra
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Introduction to Formal Logic
Set Theory
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Probability
Differentiation and Integration
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Curriculum / Final project
Fullstack Open
Modern Robotics (Specialization)
linear ordinary differential equations freshman-level physics, linear algebra, calculus,
Data Mining (Specialization)
Big Data (Specialization)
Internet of Things (Specialization)
Cloud Computing (Specialization)
Data Science (Specialization)
Functional Programming in Scala (Specialization)
Game Design and Development with Unity 2020 (Specialization)

Curriculum / Congratulations
readings Check out the for classic books you can read that will sharpen your skills and expand your knowledge
meetup.com Join a local developer meetup (e.g. via )

Curriculum / Congratulations / Pay attention to emerging technologies in the world of software development:
Elixir Explore the through , a new functional programming language for the web based on the battle-tested Erlang Virtual Machine!
Rust Explore through , a systems language which achieves memory- and thread-safety without a garbage collector!
Idris Explore through , a new Haskell-inspired language with unprecedented support for type-driven development

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