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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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    Adobe

    Creative Gradients and Color Effects

    Skills you'll gain: Adobe Illustrator, Graphic and Visual Design, Color Theory, Adobe Creative Cloud, Creative Design, Graphic and Visual Design Software, Visualization (Computer Graphics), Design Elements And Principles, Graphic Design, Design, Visual Design

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Master Character Design in Blender for Unity, Unreal Engine

    Skills you'll gain: Animations, Visualization (Computer Graphics), Game Design, Creative Design, Data Import/Export

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    École Polytechnique Fédérale de Lausanne

    Functional Programming in Scala

    Skills you'll gain: Scala Programming, Apache Spark, Apache Hadoop, User Interface (UI), Programming Principles, Big Data, Software Design, Data Structures, Software Design Patterns, Functional Design, Data Manipulation, Object Oriented Programming (OOP), Heat Maps, Data Visualization Software, Interactive Data Visualization, Distributed Computing, Computer Programming, Data Processing, Real Time Data, Performance Tuning

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Become a C++ Pro: The Ultimate Developer Guide

    Skills you'll gain: C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Debugging, Data Structures, C (Programming Language), Development Environment, Software Design Patterns, Programming Principles, Computational Thinking, Computer Programming, Integrated Development Environments, File Management, Algorithms, Maintainability, Simulations, Data Validation

    Intermediate · Specialization · 1 - 3 Months

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    Vanderbilt University

    Generative AI Software Engineering

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Generative AI Agents, Prompt Patterns, Anthropic Claude, Multimodal Prompts, LLM Application, Productivity, OpenAI, AI Personalization, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development Tools, Software Development, Automation, Software Architecture, Software Testing, Software Design

    4.8
    Rating, 4.8 out of 5 stars
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    8.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    3ds Max Architecture: Model, Texture & Light

    Skills you'll gain: 3D Modeling, 3D Assets, Autodesk, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Graphical Tools, Image Quality

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Intermediate Python – Libraries, Tools & Practical Projects

    Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Geospatial Mapping, Data Import/Export, JSON, Dashboard, Data Visualization Software, Jupyter, Web Applications

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    3DS Max UV Unwrapping: Analyze, Create & Render

    Skills you'll gain: 3D Modeling, 3D Assets, Autodesk, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Image Quality

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Game Development with MonoGame: 2D & 3D Projects

    Skills you'll gain: Computer Graphics, Game Design, Object Oriented Programming (OOP), 3D Assets, Video Game Development, Animation and Game Design, C# (Programming Language), Animations, Cross Platform Development, Development Environment, Software Installation, User Interface (UI), Debugging, Program Development, Prototyping, Computational Logic, Content Management

    Beginner · Specialization · 3 - 6 Months

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    Adobe

    Getting Started with Adobe Illustrator

    Skills you'll gain: Adobe Illustrator, Document Management, File Management, Adobe Creative Cloud, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Visual Design, Cloud Storage, Workflow Management, Computer Graphic Techniques, Design Strategies, Creative Thinking, Creative Problem-Solving, Scalability

    Beginner · Course · 1 - 4 Weeks

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    University of California, Irvine

    Programming with Google Go

    Skills you'll gain: Go (Programming Language), Back-End Web Development, Object Oriented Programming (OOP), System Programming, Debugging, Algorithms, Functional Design, Computer Programming Tools, Data Access, Data Structures, Software Design, Operating Systems, Computer Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Michigan

    Introduction to User Experience Principles and Processes

    Skills you'll gain: UI/UX Research, User Experience, User Centered Design, Interaction Design, Prototyping, Usability Testing, Usability, Design Thinking, Human Computer Interaction, Human Factors, User Interface (UI) Design, Ideation

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

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

  • Creative Gradients and Color Effects: Adobe
  • Master Character Design in Blender for Unity, Unreal Engine: Packt
  • Functional Programming in Scala: École Polytechnique Fédérale de Lausanne
  • Become a C++ Pro: The Ultimate Developer Guide: Packt
  • Generative AI Software Engineering: Vanderbilt University
  • 3ds Max Architecture: Model, Texture & Light: EDUCBA
  • Intermediate Python – Libraries, Tools & Practical Projects: Packt
  • 3DS Max UV Unwrapping: Analyze, Create & Render: EDUCBA
  • Game Development with MonoGame: 2D & 3D Projects: EDUCBA
  • Getting Started with Adobe Illustrator: Adobe

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