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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


  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Product Design and UX/UI Fundamentals

    Skills you'll gain: User Story, User Interface and User Experience (UI/UX) Design, Usability, UI/UX Strategy, Design Thinking, User Interface (UI) Design, User Experience Design, Mockups, Wireframing, Interaction Design, Experience Design, Usability Testing, Human Centered Design, User Centered Design, Application Design, AI literacy, Responsible AI, Prototyping

    4.5
    Rating, 4.5 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Web and Mobile Testing with Selenium

    Skills you'll gain: Open Web Application Security Project (OWASP), Selenium (Software), Software Testing, Security Testing, Test Automation, Performance Testing, Functional Testing, Test Script Development, Mobile Development Tools, Test Tools, Performance Stress Testing, Test Planning, Frontend Performance

    3.7
    Rating, 3.7 out of 5 stars
    ·
    111 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Meta

    Create the User Interface in Android Studio

    Skills you'll gain: Android Studio, Android Jetpack, Android Development, Mobile Development, Kotlin, User Interface (UI), UI Components, User Interface (UI) Design, Cross Platform Development, Event-Driven Programming, Animations, Extensible Markup Language (XML)

    4.6
    Rating, 4.6 out of 5 stars
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    156 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Application Deployment, Cloud Deployment, Prompt Patterns, Model Deployment, Microsoft Azure, AI Integrations, Prompt Engineering Tools, Multimodal Prompts, Token Optimization, Persona (User Experience), Retrieval-Augmented Generation, Test Case

    3.3
    Rating, 3.3 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Stats: Probability Rules and Bayes Theorem 

    Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Diagnostic Tests, Bayesian Statistics, Combinatorics, Statistical Methods, Applied Mathematics, Data Literacy, Statistical Inference, Business Mathematics, Logical Reasoning, Correlation Analysis, Fraud detection

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    JSON and Natural Language Processing in PostgreSQL

    Skills you'll gain: PostgreSQL, JSON, Query Languages, SQL, Databases, Data Access, Natural Language Processing, Database Management, Data Storage, Python Programming, Scripting

    4.6
    Rating, 4.6 out of 5 stars
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    152 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Michigan

    Conservation and Sustainable Development

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Sustainable Systems, Social Justice, Socioeconomics, Environment and Resource Management, Climate Change Programs, Environmental Science, Economics, Policy, and Social Studies, Social Impact, Sustainability Standards, Innovation, Climate Change Mitigation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Test Script Development, Programming Principles, Software Testing, Data Structures, Python Programming, Program Development, Computer Programming, Development Environment, Debugging, Django (Web Framework), Functional Design, Package and Software Management, Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Adobe

    Photoshop image editing, compositing and AI

    Skills you'll gain: Adobe Firefly, Visual Storytelling, Adobe Photoshop, Photo Editing, AI powered creativity, Adobe Creative Cloud, Image Quality, Color Theory, Generative AI, AI Workflows, Editing, Graphics Software, Graphic and Visual Design, Creative Design, Design Software, Storytelling, Design, Creative Thinking, Creativity, Portfolio Management

    4.2
    Rating, 4.2 out of 5 stars
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    38 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Skillshare

    Complete Beginners Guide to Blender 3D

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Timelines, Graphics Software, User Interface (UI), File Management, Image Quality, Software Installation

    4
    Rating, 4 out of 5 stars
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    22 reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Spreadsheet Date and Time Formulas for Professionals

    Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Calendar Management, Scheduling, Productivity, Business Reporting, Financial Reporting, Analysis, Business Systems Analysis, Financial Analysis, Business Analysis, Business Systems, Job Analysis, Financial Systems, Business

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Learn SAP ABAP Fundamentals and Core Programming Concepts

    3.8
    Rating, 3.8 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Product Design and UX/UI Fundamentals: Microsoft
  • Web and Mobile Testing with Selenium: University of Minnesota
  • Create the User Interface in Android Studio: Meta
  • AI agent fundamentals with Azure AI Foundry: Microsoft
  • BiteSize Stats: Probability Rules and Bayes Theorem : University of Colorado Boulder
  • JSON and Natural Language Processing in PostgreSQL: University of Michigan
  • Conservation and Sustainable Development: University of Michigan
  • Programming in Python: Meta
  • Photoshop image editing, compositing and AI: Adobe
  • Complete Beginners Guide to Blender 3D: Skillshare

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