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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


  • G

    Google

    The Bits and Bytes of Computer Networking

    Skills you'll gain: Computer Networking, Network Troubleshooting, Network Administration, TCP/IP, General Networking, Network Architecture, Routing Protocols, Network Protocols, Networking Hardware, OSI Models, Network Routers, Network Routing, Network Infrastructure, Dynamic Host Configuration Protocol (DHCP), Network Security, Wireless Networks, Network Model, Data Integrity

    ★ 4.7 (53K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of London

    Bachelor of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Agile Software Development, Animations, Data Ethics, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Data Transformation, Combinatorics, Database Design, Model Evaluation, Web Development, Generative AI

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • D

    Dartmouth College

    Environmental Science

    Skills you'll gain: Environment, Environmental Issue, Environmental Science, Environmental Resource Management, Environment and Resource Management, Sustainable Development, Water Resources, Biology, Hydrology, Life Sciences, Water Quality, Pollution Prevention, Systems Thinking, Energy and Utilities, Climate Change Mitigation

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

    Status: Free Trial
    Free Trial
  • I

    IBM

    Computer Networks and Network Security

    Skills you'll gain: Networking Hardware, Network Security, TCP/IP, Network Protocols, Network Administration, Endpoint Security, Routing Protocols, Network Routing, Cybersecurity, Endpoint Detection and Response, Cyber Threat Intelligence, Firewall, Network Infrastructure, Network Architecture, Intrusion Detection and Prevention, Local Area Networks, General Networking, Dynamic Host Configuration Protocol (DHCP), Network Routers, Data Loss Prevention

    ★ 4.7 (3.5K) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Michigan

    Rocket Science 101

    Skills you'll gain: Mechanics, Environmental Monitoring, Global Positioning Systems, Environmental Science, Engineering, Physics, Environment, General Science and Research, Physical Science, Climate Change Programs, Cost Reduction, Engineering Calculations, Scientific Methods, Science and Research, World History, Chemical Engineering, International Relations, Social Studies, Political Sciences, Emerging Technologies

    ★ 4.9 (64) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    IBM Data Science

    Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Data Wrangling, SQL, Plot (Graphics), Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Cleansing, Jupyter, Data Literacy, Generative AI, Professional Networking, Data Import/Export

    ★ 4.6 (151K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job Skills
    Job Skills
  • I

    IBM

    Introduction to Data Science

    Skills you'll gain: SQL, Data Cleansing, Jupyter, Data Literacy, Data Mining, Data Manipulation, Data Preprocessing, R (Software), Business Analysis, Model Deployment, Model Evaluation, Database Management, Relational Databases, Stored Procedure, R Programming, Data Science, Data Processing, Big Data, Computer Programming Tools, Python Programming

    ★ 4.6 (102K) · Beginner · Specialization · 3 - 6 Months

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

    IBM

    Introduction to Computer Vision and Image Processing

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Transfer Learning, Model Evaluation, Machine Learning Methods, Image Quality, Model Training, Fine-tuning, Classification Algorithms, Machine Learning Algorithms, Deep Learning, Model Optimization, Network Architecture

    ★ 4.3 (1.4K) · Intermediate · Course · 1 - 3 Months

  • I

    IBM

    What is Data Science?

    Skills you'll gain: Data Literacy, Data Mining, Data Processing, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Data Storage, Deep Learning, Machine Learning

    ★ 4.7 (78K) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Introduction to Environmental Science

    Skills you'll gain: Environment, Environmental Issue, Environmental Science, Demography, Energy and Utilities, Environmental Resource Management, Environment and Resource Management, Sustainable Development, Water Resources, Biology, Hydrology, Climate Change Programs, Life Sciences, Water Quality, Land Management, Nutrition and Diet, Oil and Gas, Pollution Prevention, Petroleum Industry, Sustainable Systems

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

    Status: Free Trial
    Free Trial
  • S

    Shanghai Jiao Tong University

    Fundamentals of Materials Science

    Skills you'll gain: Materials science, Engineering, Chemistry, Physics, Manufacturing Processes, Physical Science, Schematic Diagrams, Mechanics, Mathematical Modeling

    ★ 4.6 (202) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Introduction to Materials Science

    Skills you'll gain: Materials science, Chemical Engineering, Chemistry, Engineering, Physical Science

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

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular theoretical computer science courses

  • The Bits and Bytes of Computer Networking: Google
  • Bachelor of Science in Computer Science: University of London
  • Environmental Science: Dartmouth College
  • Computer Networks and Network Security: IBM
  • Rocket Science 101: University of Michigan
  • IBM Data Science: IBM
  • Introduction to Data Science: IBM
  • Introduction to Computer Vision and Image Processing: IBM
  • What is Data Science?: IBM
  • Introduction to Environmental Science: Dartmouth College

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