• 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

    Medical Insurance Premium Prediction with Machine Learning

    Skills you'll gain: Data Visualization, Keras (Neural Network Library), Data Preprocessing, Artificial Neural Networks, Statistical Visualization, Predictive Modeling, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Data Processing, Data Science, Predictive Analytics, Data Manipulation, Deep Learning, Data Wrangling, Machine Learning, Model Evaluation, Regression Analysis, Python Programming

    4.7 stars, 27 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (27) · Beginner · Guided Project · Less Than 2 Hours

  • L

    L&T EduTech

    Collaborative Robotics in Industry

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Programmable Logic Controllers, Electrical Equipment, Electrical Systems, Hydraulics, Control Systems, Simulation and Simulation Software, Internet Of Things, Manufacturing Processes, Mechanical Engineering, Real Time Data, Human Machine Interfaces, Simulations, Automation, Industrial Engineering, Hardware Troubleshooting, Image Analysis, Equipment Design

    4.5 stars, 177 reviews, Intermediate, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • É

    École Polytechnique

    Comment rédiger et publier un article scientifique (Enseignement par projet)

    Skills you'll gain: Writing and Editing, Journals, Peer Review, Writing, General Science and Research, Digital Publishing, Technical Writing, Editing, Proofreading, Document Management

    4.6 stars, 129 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • P

    Packt

    Unity C# Scripting — Complete C# for Unity Game Development

    Skills you'll gain: Object Oriented Design, Android (Operating System), User Interface (UI) Design, Code Reusability, UI Components, Release Management, Development Environment, Programming Principles

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Stanford Online

    RNA Biology with Eterna

    Skills you'll gain: Molecular Biology, Biological Engineering, Cell Biology, Biotechnology, Biochemistry, Pharmacology, Microbiology, Biology, Structural Analysis

    4.7 stars, 159 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Job Evaluation, Data Analysis, Web Presence, Recruitment, Events and Conferences, Data Architecture, AI literacy, Relationship Building, Job Analysis

    4.7 stars, 32 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (32) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universiteit Leiden

    Population Health: Responsible Data Analysis

    Skills you'll gain: Statistical Inference, Statistical Hypothesis Testing, Regression Analysis, R Programming, Data Analysis, Statistical Analysis, Descriptive Analytics, R (Software), Descriptive Statistics, Statistical Methods, Sampling (Statistics), Analysis, Probability & Statistics, Data Ethics, Data Collection, Analytical Skills, Medical Privacy, Exploratory Data Analysis, Statistical Reporting, Logistic Regression

    4.6 stars, 46 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (46) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Retrieval Augmented Generation

    Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Prompt Patterns, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), OpenAI API, Generative AI, AI Workflows, Program Development, Agentic systems, Plot (Graphics), AI Integrations, Image Analysis, Augmented Reality

    4.4 stars, 20 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (20) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Simple Regression Analysis in Public Health

    Skills you'll gain: Biostatistics, Logistic Regression, Regression Analysis, Statistical Methods, Statistical Analysis, Data Literacy, Epidemiology, Quantitative Research, Public Health, Statistical Modeling, Medical Science and Research, Public Health and Disease Prevention, Correlation Analysis, Statistics, Probability & Statistics, Statistical Inference, Risk Analysis, Risk Modeling

    4.7 stars, 391 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    Intro to Data Analytics, SQL, and EDA Using Python

    Skills you'll gain: SQL, Data Analysis, Seaborn, Exploratory Data Analysis, Analytics, Data Visualization, Database Management, Query Languages, Data Visualization Software, Matplotlib, Data Literacy, Data Storage, Data Storage Technologies, Business Analytics, Pandas (Python Package), Big Data, Data Science, Data Store, Relational Databases, Data Management

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Introduction to Additive Manufacturing Processes

    Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Process Flow Diagrams, Computer-Aided Design, Production Process

    4.7 stars, 125 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    AI Game Development Essentials with Unity 6

    Skills you'll gain: Unity Engine, Agentic systems, Agentic Workflows, Animation and Game Design, Game Design, Video Game Development, Artificial Intelligence, Software Visualization, Simulations, Program Development, C# (Programming Language), Software Design Patterns, Scripting

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
1…495496497…834

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

  • Medical Insurance Premium Prediction with Machine Learning: Coursera
  • Collaborative Robotics in Industry: L&T EduTech
  • Comment rédiger et publier un article scientifique (Enseignement par projet): École Polytechnique
  • Unity C# Scripting — Complete C# for Unity Game Development: Packt
  • RNA Biology with Eterna: Stanford Online
  • Interviewing for DS/AI Roles: University of California, Irvine
  • Population Health: Responsible Data Analysis: Universiteit Leiden
  • Retrieval Augmented Generation: Packt
  • Simple Regression Analysis in Public Health: Johns Hopkins University
  • Intro to Data Analytics, SQL, and EDA Using Python: University of Pennsylvania

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok