• 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


  • E

    EDUCBA

    Advanced Java Programming

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Java Programming, Data Structures, Java, Data Persistence, Programming Principles, Data Store, Persistence

    5 stars, 13 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (13) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Unity and Basic Game Development

    Skills you'll gain: Unity Engine, Debugging, C# (Programming Language), Video Game Development, Development Testing, Scripting, Game Design, Development Environment, Programming Principles, Event-Driven Programming, Software Installation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Study Designs in Epidemiology

    Skills you'll gain: Clinical Trials, Research Design, Epidemiology, Clinical Research, Research Methodologies, Public Health, Science and Research, Research, Statistical Analysis, Data Analysis

    4.8 stars, 622 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (622) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Machine Learning Algorithms, Data Processing, Model Training, Model Optimization, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Software, Data Integration, Data Transformation, Classification Algorithms, Regression Analysis

    3.7 stars, 12 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Workplace Culture for Everyone

    Skills you'll gain: Empathy, Team Leadership, Compassion, Empathy & Emotional Intelligence, Influencing, Emotional Intelligence, Team Building, Team Motivation, Leadership, Teamwork, digital literacy, Self-Awareness, Media and Communications, Digital Communications, Interpersonal Communications, Decision Making, Independent Thinking, Open Mindset, Conflict Management, Accountability

    4.6 stars, 148 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (148) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Generative AI Agents, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Artificial Intelligence, Jupyter, Healthcare Industry Knowledge, Model Training, Healthcare Ethics, Health Disparities, Health Informatics, LLM Application, Machine Learning, Deep Learning, Statistical Machine Learning, AI Integrations, AI Security, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    4.5 stars, 11 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (11) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Introduction to Web Development and HTML Basics

    Skills you'll gain: Development Environment, Integrated Development Environments, Software Installation, Web Analytics and SEO

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    GenAI for Prototyping Basics

    Skills you'll gain: Prototyping, AI Integrations, Adobe Firefly, AI Workflows, AI powered creativity, Functional Design, Generative AI, Artificial Intelligence, ChatGPT, Design Software, Canva (Software), Creativity, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Scrimba

    Improve your CSS

    Skills you'll gain: Responsive Web Design, HTML and CSS, Typography, Cascading Style Sheets (CSS), UI Components, Web Design, User Interface (UI), Interactive Design, User Interface (UI) Design, Web Design and Development, User Interface and User Experience (UI/UX) Design, Browser Compatibility, Usability, Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Front-End Web Development, Animations, Code Reusability, Web Development, Web Development Tools

    4.3 stars, 10 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.3 (10) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Pontificia Universidad Católica de Chile

    Electrónica en cápsulas

    Skills you'll gain: Semiconductors, Electronic Systems, Electronics, Electronic Components, Electronics Engineering, Basic Electrical Systems, Power Electronics, Electrical Engineering, Engineering Design Process, Hardware Design, Electrical Systems, Electronic Hardware, Engineering, Scientific, and Technical Instruments, Schematic Diagrams, Diagram Design, Performance Testing, Systems Analysis, Engineering Analysis, Mathematical Modeling, Physics

    4.8 stars, 188 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (188) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning

    4.6 stars, 71 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • B

    Board Infinity

    Operationalizing No-Code AI with Zapier - Automation & Plans

    Skills you'll gain: Make.com, AI Workflows, Microsoft Power Automate/Flow, Agentic Workflows, Business Process Automation, Generative AI Agents, Process Flow Diagrams, No-Code Development, AI Orchestration, Agentic systems, Process Mapping, Business Workflow Analysis, Process Design, Workflow Management, Automation, Process Improvement, Process Optimization, Continuous Improvement Process, Operational Efficiency, IT Automation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…531532533…834

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

  • Advanced Java Programming: EDUCBA
  • Introduction to Unity and Basic Game Development: Packt
  • Study Designs in Epidemiology: Imperial College London
  • Applied Machine Learning: Techniques and Applications: Johns Hopkins University
  • Workplace Culture for Everyone: Arizona State University
  • Artificial Intelligence for Healthcare: SkillUp
  • Introduction to Web Development and HTML Basics: Packt
  • GenAI for Prototyping Basics: Coursera
  • Improve your CSS: Scrimba
  • Electrónica en cápsulas: Pontificia Universidad Católica de Chile

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