• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • 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


  • C

    Coursera

    Support Vector Machines in Python, From Start to Finish

    Skills you'll gain: Scikit Learn (Machine Learning Library), Predictive Modeling, Tensorflow, Cloud Computing, Statistical Machine Learning, Machine Learning Software, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Python Programming, Model Training, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Model Optimization, Scientific Visualization

    4.6 stars, 162 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • S

    Scrimba

    React Interview Questions

    Skills you'll gain: React.js, UI Components, Front-End Web Development, Javascript

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Python Project for Data Engineering

    Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Management, Databases, Unit Testing, Data Transformation, Data Access, Data Capture, Package and Software Management, Application Programming Interface (API), Data Integration, Data Wrangling, Integrated Development Environments, Data Pipelines, Maintainability, Python Programming, Programming Principles, Style Guides

    4.6 stars, 861 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (861) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • É

    École Polytechnique

    Quantum Optics 1 : Single Photons

    Skills you'll gain: Physics, electromagnetics, Experimentation, Cryptography, Mathematical Modeling, Laboratory Research, Emerging Technologies

    4.8 stars, 339 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (339) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    When to Regulate? The Digital Divide and Net Neutrality

    Skills you'll gain: Policy Analysis, Research, and Development, Network Performance Management, Policy Development, Policy Analysis, Social Justice, General Networking, Public Policies, Law, Regulation, and Compliance, Cyber Governance, Economics, Policy, and Social Studies, Business Economics, Socioeconomics, Economics, Diversity Equity and Inclusion Initiatives, Telecommunications, Regulation and Legal Compliance, Technical Writing

    Beginner · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Testing and Debugging in .NET Core Applications

    Skills you'll gain: Test Driven Development (TDD), Debugging, Software Testing, Performance Testing, Unit Testing, Test Engineering, System Testing, Test Tools, Test Automation, Testability, Integration Testing, Performance Stress Testing, .NET Framework, Performance Tuning, Software Development Tools

    4.7 stars, 28 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (28) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Siemens

    Applied Computational Fluid Dynamics

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Thermal Management, Hydraulics, Mechanical Engineering, Simulations, Numerical Analysis, Energy and Utilities, Mathematical Modeling, Engineering, Mechanics, Physics

    4.7 stars, 184 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (184) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Cybersecurity & Data Privacy for Technical Product Managers

    Skills you'll gain: Agile Product Development, Agile Methodology, Security Management, Cyber Security Assessment, Audit Planning, Cyber Risk, Performance Metric, Business Ethics, Law, Regulation, and Compliance, Risk Management

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Ultimate Graphic Design Course: Create 40 Practical Projects

    Skills you'll gain: Design Reviews, Graphic and Visual Design, Creative Design, Graphic and Visual Design Software, Typography, Design Elements And Principles, Layout Design, Content Creation, Animations, Advertising

    3.5 stars, 6 reviews, Beginner, Course, 3 - 6 Months

    ★ 3.5 (6) · Beginner · Course · 3 - 6 Months

  • M

    Microsoft

    Influential Leadership

    Skills you'll gain: Conflict Management, Influencing, Accountability, Cross-Functional Collaboration, Emotional Intelligence, Leadership, Leadership Development, Negotiation, Storytelling, Professional Development, Persuasive Communication, Follow Through, Constructive Feedback, Growth Mindedness, Stakeholder Communications, Trustworthiness, Communication, People Development, Performance Management, Performance Review

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Robotics, Mathematical Modeling, Mathematical Software, Applied Mathematics, Mechanics, Simulation and Simulation Software, Engineering, Virtual Environment, Torque (Physics), Numerical Analysis

    4.9 stars, 302 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (302) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Build ATM User Interface using Routing in Angular

    Skills you'll gain: Angular, UI Components, Web Development Tools, JavaScript Frameworks, User Interface (UI), TypeScript, Cascading Style Sheets (CSS)

    4.4 stars, 12 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.4 (12) · Beginner · Guided Project · Less Than 2 Hours

1…330331332…834

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

  • Support Vector Machines in Python, From Start to Finish: Coursera
  • React Interview Questions: Scrimba
  • Python Project for Data Engineering: IBM
  • Quantum Optics 1 : Single Photons: École Polytechnique
  • When to Regulate? The Digital Divide and Net Neutrality: University of Colorado Boulder
  • Testing and Debugging in .NET Core Applications: EDUCBA
  • Applied Computational Fluid Dynamics: Siemens
  • Cybersecurity & Data Privacy for Technical Product Managers: Coursera
  • Ultimate Graphic Design Course: Create 40 Practical Projects: Packt
  • Influential Leadership: Microsoft

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok