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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
    New
    G

    Google Cloud

    Troubleshooting with AI Using Cloud Assist Investigations

    Skills you'll gain: Google Cloud Platform, Network Troubleshooting, Cloud Services, Problem Management, Cloud Engineering, Cloud Management, Issue Tracking, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    UI Components, Snippets & Theming

    Skills you'll gain: Swift Programming, UI Components, Apple iOS, Mobile Development, Apple Xcode, Responsive Web Design, User Interface (UI) Design, User Interface (UI), Algorithms, Animations, Software Design Patterns, Programming Principles, Color Theory, Debugging

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to High-Performance and Parallel Computing

    Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Big Data, Operating Systems, Performance Tuning, File Systems, Linux, Scripting, Command-Line Interface, OS Process Management, Artificial Intelligence

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
    ·
    148 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Full Stack Web Development Mastery - Novice to Expert

    Skills you'll gain: Node.JS, Responsive Web Design, JSON, jQuery, Restful API, HTML and CSS, Bootstrap (Front-End Framework), API Design, GitHub, Git (Version Control System), Postman API Platform, Web Design, Hypertext Markup Language (HTML), Web Development, MongoDB, Back-End Web Development, Server Side, Full-Stack Web Development, Cascading Style Sheets (CSS), Web Development Tools

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    GPU Programming

    Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, Scalability, Deep Learning, Software Development, C++ (Programming Language), Machine Learning Methods, Performance Tuning, C and C++, Linear Algebra, Distributed Computing, Computer Graphics, System Programming, Hardware Architecture, Computer Vision, Programming Principles, OS Process Management, Data Structures, Machine Learning

    Build toward a degree

    2.8
    Rating, 2.8 out of 5 stars
    ·
    181 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Classes and Inheritance

    Skills you'll gain: Object Oriented Programming (OOP), JSON, Object Oriented Design, Unit Testing, Python Programming, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.7K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    AI CERTs

    Blockchain Foundations & Smart Contracts

    Skills you'll gain: Blockchain, Transaction Processing, Secure Coding, Distributed Computing, Application Security, Data Integrity, Integrated Development Environments, Program Development, Cryptography, Application Deployment, Development Environment, Virtual Machines

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    JavaScript Programming Essentials

    Skills you'll gain: Ajax, Javascript, Data Structures, Debugging, JSON, Scripting, Web Development, Web Applications, Computer Programming, Front-End Web Development, HTML and CSS, Event-Driven Programming, Software Development, Object Oriented Programming (OOP), Git (Version Control System), Application Programming Interface (API)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    163 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced AWS Deployment, Databases & Optimization

    Skills you'll gain: Amazon Web Services, Amazon CloudWatch, AWS CloudFormation, Relational Databases, Amazon DynamoDB, Application Deployment, Database Management Systems, Database Architecture and Administration, Operational Databases, Amazon Redshift, Amazon S3, Cloud Computing Architecture, Cloud Security, AWS Kinesis, Data Security, Serverless Computing, Performance Tuning, Scalability, Disaster Recovery

    Advanced · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    PyTorch: Fundamentals

    Skills you'll gain: Data Quality, Data Pipelines, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Unix Commands, Unix, Scripting Languages, Linux Administration, Debugging, Programming Principles

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Building Multi-Agent Systems using LangGraph and Autogen

    Skills you'll gain: Application Programming Interface (API), Analysis, Decision Making

    Intermediate · Course · 1 - 4 Weeks

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

  • Troubleshooting with AI Using Cloud Assist Investigations: Google Cloud
  • UI Components, Snippets & Theming: Packt
  • Introduction to High-Performance and Parallel Computing: University of Colorado Boulder
  • Full Stack Web Development Mastery - Novice to Expert: Packt
  • GPU Programming: Johns Hopkins University
  • Python Classes and Inheritance: University of Michigan
  • Blockchain Foundations & Smart Contracts: AI CERTs
  • JavaScript Programming Essentials: IBM
  • Advanced AWS Deployment, Databases & Optimization: Packt
  • PyTorch: Fundamentals: DeepLearning.AI

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