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Theoretical Computer Science Courses

Theoretical computer science courses can help you learn algorithms, computational complexity, automata theory, and formal languages. You can build skills in problem-solving, mathematical reasoning, and algorithm analysis, that support tackling complex computational tasks. Many courses introduce tools like Python for algorithm implementation, LaTeX for typesetting mathematical documents, and software for simulating automata, allowing you to apply these concepts in practical scenarios.


Popular Theoretical Computer Science Courses and Certifications


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    P

    Peking University

    面向对象技术高级课程(The Advanced Object-Oriented Technology)

    Skills you'll gain: Object Oriented Design, Unified Modeling Language, Object Oriented Programming (OOP), Software Development, Software Architecture, Software Engineering, Software Design, Software Development Methodologies, System Design and Implementation, Systems Analysis, Technical Design, Requirements Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 3 - 6 Months

  • E

    EIT Digital

    Geometric Algorithms

    Skills you'll gain: Geometry, Algorithms, Computer Graphics, Data Structures, Graph Theory, Spatial Data Analysis, Computational Thinking, Geographic Information Systems, Pseudocode, Theoretical Computer Science, Spatial Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    24 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: Data Import/Export, C++ (Programming Language), C and C++, Data Structures, File Management, Computer Programming, Computer Science, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
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    235 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Codio

    C++ Basics: Selection and Iteration

    Skills you'll gain: Programming Principles, C++ (Programming Language), C and C++, Computer Programming, Integrated Development Environments, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
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    961 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    What is “the mind” and what is artificial intelligence?

    Skills you'll gain: Artificial Intelligence, Computational Thinking, Human Learning, Theoretical Computer Science, Human Machine Interfaces, Psychology, Problem Management

    4.4
    Rating, 4.4 out of 5 stars
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    147 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universidade de São Paulo

    Introdução à Ciência da Computação com Python Parte 1

    Skills you'll gain: Debugging, Computational Thinking, Programming Principles, Data Structures, Computer Programming, Program Development, Integrated Development Environments, Computer Science, Python Programming, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    7.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    The Complete Quantum Computing Course for Beginners

    Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation

    4.4
    Rating, 4.4 out of 5 stars
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    78 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Santa Cruz

    C and Go: Classical and Modern Programming

    Skills you'll gain: Go (Programming Language), Data Structures, C and C++, C (Programming Language), Programming Principles, Object Oriented Programming (OOP), Debugging, C++ (Programming Language), Computer Programming, Unit Testing, Integrated Development Environments, Computer Science, Pseudocode, Command-Line Interface, Algorithms, File Systems, Integration Testing, Software Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    7.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    C

    Clemson University

    Design and Analysis of Algorithms

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Theoretical Computer Science, Computational Thinking, Computer Programming, Design Strategies, Mathematical Theory & Analysis, Probability

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5
    Rating, 4.5 out of 5 stars
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    35 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Python Basics: Selection and Iteration

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Scripting, Computational Logic, Scripting Languages, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    267 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Programming in Python: A Hands-on Introduction

    Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Scripting, Computational Logic, Computer Science, File Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    477 reviews

    Beginner · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular theoretical computer science courses

  • 面向对象技术高级课程(The Advanced Object-Oriented Technology): Peking University
  • Geometric Algorithms: EIT Digital
  • C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
  • C++ Basics: Selection and Iteration: Codio
  • What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
  • Introdução à Ciência da Computação com Python Parte 1: Universidade de São Paulo
  • The Complete Quantum Computing Course for Beginners: Packt
  • C and Go: Classical and Modern Programming: University of California, Santa Cruz
  • Design and Analysis of Algorithms: Clemson University
  • Data Structures and Algorithms: The Complete Masterclass: Packt

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