• 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


  • U

    University of California San Diego

    Internet of Things Capstone V2: Build a Mobile Surveillance System

    Skills you'll gain: Software Design, Systems Design, Software Design Documents, Software Documentation, System Design and Implementation, Internet Of Things, Technical Documentation, Technical Communication, Technical Writing, Mobile Development, Test Case, Development Testing, System Testing, Software Development, Embedded Software, Communication Systems, Embedded Systems, Systems Integration, Prototyping, System Implementation

    4.8 stars, 13 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Production ML with Hugging Face

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Hugging Face, Model Optimization, Rust (Programming Language), Continuous Deployment, LLM Application, Frontend Performance, AI Security, Model Evaluation, Performance Tuning, Applied Machine Learning, Other Programming Languages, Large Language Modeling, Performance Testing, Cryptographic Protocols

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Snake Game in Python with Pygame: Build & Customize

    Skills you'll gain: Video Game Development, Game Design, Code Reusability, Python Programming, Debugging, Development Testing, Animation and Game Design, Software Testing, Programming Principles, Event-Driven Programming, Functional Testing, Computer Graphics, User Interface (UI), Development Environment

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Precast Structural System

    Skills you'll gain: Shop Drawing, Construction, Structural Engineering, Building Codes, Drafting and Engineering Design, Structural Analysis, Construction Inspection, Building Design, Construction Engineering, Manufacturing Processes, Engineering Practices, Civil Engineering, Production Process, Engineering Tolerance, Architecture and Construction, Architectural Engineering, Verification And Validation, Engineering Software, Engineering Design Process, Commercial Construction

    4.7 stars, 15 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (15) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Advanced Deep Learning Architectures

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Autoencoders, Model Optimization, Vision Transformer (ViT), Artificial Neural Networks, Model Deployment, Model Training, Deep Learning, Recurrent Neural Networks (RNNs), Embeddings, PyTorch (Machine Learning Library), Large Language Modeling, AI Enablement, Artificial Intelligence

    Advanced · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    Edureka

    Git and GitHub: Version Control for Modern Development

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Jenkins, CI/CD, Devops Tools, GitHub Copilot, DevOps, Continuous Integration, Software Development Tools, Software Versioning, Continuous Deployment, Software Development, Webhook Security, Security Controls, Code Review, Authentications

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • B

    Board Infinity

    Fluent Assertion

    Skills you'll gain: .NET Framework, Maintainability, Unit Testing, Test Case, Test Script Development, Test Tools, Software Testing, Development Environment

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    CompTIA Network+ (N10-008)

    Skills you'll gain: Network Security, Remote Access Systems, Disaster Recovery, OSI Models, General Networking, Network Administration, Network Troubleshooting, Computer Networking, Network Architecture, Network Infrastructure, Networking Hardware, Network Monitoring, TCP/IP, Virtual Private Networks (VPN), Network Protocols, Cybersecurity, Computer Security, Data Centers, Virtualization, Authentications

    4.8 stars, 26 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (26) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Automation, Cloud Storage, Business Analytics, Technology Strategies, Data Ethics, Cloud Infrastructure, Customer Insights, AI Personalization, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cybersecurity, Law, Regulation, and Compliance

    4.7 stars, 26 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (26) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Illinois Tech

    Model Diagnostics and Remedial Measures

    Skills you'll gain: Model Evaluation, Regression Analysis, Verification And Validation, Feature Engineering, Plot (Graphics), Statistical Methods, Statistical Modeling, Scatter Plots, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution

    4.9 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

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

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

    Imperial College London

    Immunology: Adaptive Immune System

    Skills you'll gain: Immunology, Physiology, Geriatrics, Infectious Diseases, Pharmacology, Biology, Molecular, Cellular, and Microbiology, Pathology, Cell Biology, Molecular Biology

    4.7 stars, 75 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Finance, Financial Analysis, Financial Market, Project Finance, Cash Flows, Financial Modeling, General Finance, Investments, Investment Management, Business Valuation, Cash Flow Forecasting, Financial Data, Risk Modeling, Return On Investment, Capital Budgeting, Risk Management, Market Dynamics, Risk Analysis, Decision Making, Case Studies

    4.7 stars, 253 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (253) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…605606607…834

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

  • Internet of Things Capstone V2: Build a Mobile Surveillance System: University of California San Diego
  • Production ML with Hugging Face: Pragmatic AI Labs
  • Snake Game in Python with Pygame: Build & Customize: EDUCBA
  • Precast Structural System: L&T EduTech
  • Advanced Deep Learning Architectures: Edureka
  • Git and GitHub: Version Control for Modern Development: Edureka
  • Fluent Assertion: Board Infinity
  • CompTIA Network+ (N10-008): Packt
  • Fundamentals of Digital Transformation: Dartmouth College
  • Model Diagnostics and Remedial Measures: Illinois Tech

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