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  • Theoretical Computer Science

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


  • L

    LearnQuest

    Artificial Intelligence Data Fairness and Bias

    Skills you'll gain: Data Ethics, Responsible AI, Data Collection, Game Theory, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Decision Intelligence, Artificial Intelligence, Model Evaluation, Social Justice, Predictive Modeling, Mitigation

    4.8 stars, 125 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (125) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Infosec

    Linux+ XK0-005

    Skills you'll gain: Linux Administration, Version Control, Linux, Git (Version Control System), Linux Servers, Linux Commands, Network Troubleshooting, Unix, Operating System Administration, Bash (Scripting Language), Systems Administration, Scripting, User Provisioning, Shell Script, User Accounts, Software Versioning, System Configuration, Unix Shell, Network Monitoring, Scripting Languages

    4.4 stars, 23 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.4 (23) · Intermediate · Course · 1 - 3 Months

    Category: Free
    Free
  • E

    EDUCBA

    Introduction to Modern Web Development with ASP.NET Core

    Skills you'll gain: Restful API, Model View Controller, ASP.NET, OAuth, API Design, Web Development, Application Programming Interface (API), .NET Framework, Web Services, Authentications, Unit Testing, Back-End Web Development, C# (Programming Language), Web Applications, Object-Relational Mapping, Application Frameworks, API Testing, Authorization (Computing), Cloud Computing, Computer Programming

    4.7 stars, 38 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (38) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of London

    Managing the Company of the Future

    Skills you'll gain: Management Training And Development, Organizational Change, Coordinating, Leadership and Management, Organizational Development, Leadership Studies, Innovation, Culture Transformation, Coordination, People Management, Business Transformation, Professional Development, Process Analysis, Leadership, Personal Development, Employee Engagement, Goal Setting, Motivational Skills

    4.8 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Azure Synapse SQL Pool - Implement Polybase

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Cloud-Based Integration, Transact-SQL, Data Integration, Cloud Storage, File Management

    4.6 stars, 98 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (98) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • U

    Universidad Nacional Autónoma de México

    Cómo hacer una tesis

    Skills you'll gain: Science and Research, Writing, Research Design, Research Methodologies, Research, Experimentation, Scientific Methods, Data Collection, Research Reports, Writing and Editing, Case Studies, Academic Advising, Style Guides, Timelines

    4.8 stars, 1.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (1.7K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Data Mining Pipeline

    Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Processing, Data Modeling, Data Management, Data Science, Data Cleansing, Model Evaluation, Exploratory Data Analysis

    3.9 stars, 120 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (120) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    4.2 stars, 375 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.2 (375) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Alberta

    Prediction and Control with Function Approximation

    Skills you'll gain: Reinforcement Learning, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Algorithms, Linear Algebra

    4.8 stars, 851 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (851) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Introduction to DevSecOps

    Skills you'll gain: DevOps, DevSecOps, Process Optimization, Devops Tools, CI/CD, GitHub, Continuous Deployment, Continuous Integration, Software Development Tools, Continuous Delivery, Version Control, Git (Version Control System), Process Improvement, Process Improvement and Optimization, Web Development Tools, Software Development, IT Automation, Organizational Development, Business Transformation, Cross-Functional Collaboration

    3.9 stars, 22 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (22) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillUp

    Get Started with Android App Development

    Skills you'll gain: Android Studio, Android Development, Android (Operating System), Mobile Development, Application Development, User Interface (UI), Mobile Development Tools, Application Design, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Interaction Design, Usability, Development Environment, Development Testing, Software Testing, Software Installation

    4.4 stars, 64 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (64) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    The R Programming Starter Course

    Skills you'll gain: Microsoft Visual Studio, R (Software), Debugging, R Programming, Data Structures, Microsoft Development Tools, Software Documentation, Programming Principles, Statistical Programming, Program Development, Code Reusability, Development Environment, Data Manipulation, Computational Logic, Software Installation

    5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

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

  • Artificial Intelligence Data Fairness and Bias: LearnQuest
  • Linux+ XK0-005: Infosec
  • Introduction to Modern Web Development with ASP.NET Core: EDUCBA
  • Managing the Company of the Future: University of London
  • Azure Synapse SQL Pool - Implement Polybase: Coursera
  • Cómo hacer una tesis: Universidad Nacional Autónoma de México
  • Data Mining Pipeline: University of Colorado Boulder
  • Python Essentials for MLOps: Duke University
  • Prediction and Control with Function Approximation: University of Alberta
  • Introduction to DevSecOps: Johns Hopkins University

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