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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: New
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    Packt

    Advanced Blender Asset Creation & Exporting

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphic Techniques, Computer Graphics, Data Import/Export, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Design That Scales: Sustainable Design Systems

    Skills you'll gain: UI Components, Systems Design, Software Design, User Interface and User Experience (UI/UX) Design, Design, Design Software, Scalability, Design and Product, Agile Methodology, Usability, Usability Testing, Prototyping, Design Research, Style Guides, Information Architecture, Key Performance Indicators (KPIs), UI/UX Research, Product Testing, System Programming, Prompt Patterns

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Data Engineering, Data Manipulation, Data Lakes, Data Warehousing, Cloud Development, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Data Storage, Database Management, LLM Application, Generative AI, Data Science, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    181 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    AI & Cybersecurity Threats, Global Actors, and Trends

    Skills you'll gain: DevSecOps, Cyber Operations, Threat Modeling, AWS Identity and Access Management (IAM), Zero Trust Network Access, Encryption

    Intermediate · Course · 3 - 6 Months

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    Packt

    Python 101 - From Noob to Nerd

    Skills you'll gain: Analytics, Integrated Development Environments

    Beginner · Course · 1 - 4 Weeks

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    Codio

    Java: Linear Data Structures and Trees

    Skills you'll gain: Data Structures, Java, Theoretical Computer Science, Programming Principles, Algorithms, Object-Relational Mapping

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Edureka

    Generative AI for Security Fundamentals

    Skills you'll gain: Responsible AI, Large Language Modeling, IT Security Architecture, Data Ethics, Threat Modeling, Vulnerability Assessments, Security Engineering, Threat Detection, Cybersecurity, Information Systems Security, Cyber Security Strategy, Security Strategy, Security Management, Artificial Intelligence, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks, Incident Response

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    Getting Started with Generative AI API

    Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, ChatGPT, Generative AI, Application Performance Management, LLM Application, Image Analysis, Application Programming Interface (API), Multimodal Prompts, Animations, Tool Calling, Image Quality, File Management, Visualization (Computer Graphics), Computer Graphics, Generative AI Agents, Application Development, Python Programming, Computer Science

    3.9
    Rating, 3.9 out of 5 stars
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    31 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Toronto

    Introduction to Self-Driving Cars

    Skills you'll gain: Control Systems, Automation, Simulation and Simulation Software, Software Architecture, Safety Assurance, Hardware Architecture, Systems Architecture, Mathematical Modeling, Computer Hardware, Mechanics

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Advanced · Course · 1 - 3 Months

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    Google

    Create High-Fidelity Designs and Prototypes in Figma

    Skills you'll gain: Figma (Design Software), User Experience Design, Mockups, Usability Testing, User Interface (UI) Design, Design Elements And Principles, Design Reviews, Prototyping, Technical Communication, Typography, Design Research, Animations, Color Theory

    4.8
    Rating, 4.8 out of 5 stars
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    4.8K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Infosec

    Certified Cloud Security Professional (CCSP)

    Skills you'll gain: Cloud Computing Architecture, Cloud Security, Cloud Infrastructure, Cloud Computing, Cloud Applications, Cloud Platforms, IT Security Architecture, Cloud Services, Cloud Technologies, Infrastructure Security, Application Security, Data Security, Cybersecurity, Data Management, Computer Science, Risk Management Framework, Information Technology, Encryption, Configuration Management

    4.7
    Rating, 4.7 out of 5 stars
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    249 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Advanced Blender Asset Creation & Exporting: Packt
  • 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
  • Design That Scales: Sustainable Design Systems: Packt
  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • AI & Cybersecurity Threats, Global Actors, and Trends: Packt
  • Python 101 - From Noob to Nerd: Packt
  • Java: Linear Data Structures and Trees: Codio
  • Generative AI for Security Fundamentals: Edureka
  • Getting Started with Generative AI API: Codio
  • Introduction to Self-Driving Cars: University of Toronto

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