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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


  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Interaction Design

    Skills you'll gain: Design Research, Interaction Design, User Experience Design, Statistical Analysis, Usability, Ideation, User Research, Graphic and Visual Design, User Interface (UI) Design, Experimentation, Prototyping, Human Centered Design, Usability Testing, Human Computer Interaction, A/B Testing, Human Factors, Collaborative Software, Telecommuting, R Programming, Storyboarding

    4.5
    Rating, 4.5 out of 5 stars
    ·
    4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Deep Learning Applications for Computer Vision

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning Methods, Machine Learning, Computer Graphics, Artificial Intelligence, Feature Engineering, Algorithms

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    A

    Arm

    Introduction to Microprocessors

    Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Computer Hardware, Computer Systems, Embedded Systems, Data Storage, Computer Programming, C (Programming Language), C# (Programming Language)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    61 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Introduction to Computer Programming with Visual Basic

    Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Database Management, System Software, Databases, Relational Databases, Algorithms, Computer Architecture, Network Security, Computer Hardware, SQL, Computer Science, Development Environment, Data Structures, Object Oriented Programming (OOP), Object Oriented Design, Program Development, Computer Programming, Data Modeling, Microsoft Development Tools

    4.6
    Rating, 4.6 out of 5 stars
    ·
    167 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    U

    University of Alberta

    Science Literacy

    Skills you'll gain: Scientific Methods, General Science and Research, Research, Research Design, Experimentation, Peer Review, Statistical Analysis, Probability & Statistics, Media and Communications, Social Sciences, Correlation Analysis, Communication, Cultural Responsiveness

    4.4
    Rating, 4.4 out of 5 stars
    ·
    268 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    I

    Illinois Tech

    Communicating Science

    Skills you'll gain: Technical Communication, Data Visualization, Oral Expression, Data Presentation, Data Ethics, Laboratory Reports, Scientific Visualization, Technical Writing, Report Writing, Peer Review, Persuasive Communication, Writing, Media and Communications, Graphic and Visual Design, Requirements Analysis, Data Cleansing, Data Science, Editing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Translational Science

    Skills you'll gain: Institutional Review Board (IRB), Clinical Trials, Health Policy, Health Disparities, Clinical Research, Clinical Research Ethics, Health Equity, Healthcare Ethics, Public Health, Epidemiology, Good Clinical Practices (GCP), Pre-Clinical Development, Policty Analysis, Research, and Development, Health Care, Medical Science and Research, Policy Development, Health Care Procedure and Regulation, Community Health, Drug Development, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    40 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Feature Engineering, Small Data, Cloud API

    4.5
    Rating, 4.5 out of 5 stars
    ·
    546 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    计算机组成 Computer Organization

    Skills you'll gain: Microarchitecture, Computer Architecture, Computer Systems, Hardware Architecture, Peripheral Devices, Computer Hardware, Data Storage Technologies, Data Storage, Systems Architecture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    483 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Toronto

    The Arts and Science of Relationships: Understanding Human Needs

    Skills you'll gain: Relationship Building, Social Skills, Active Listening, Interpersonal Communications, Communication, Empathy, Self-Awareness, Emotional Intelligence, Needs Assessment, Assertiveness, Psychology, Cultural Diversity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Foundations of Computer Hardware and Storage

    Skills you'll gain: Peripheral Devices, USB, Operating Systems, Computer Hardware, Data Storage Technologies, Hardware Troubleshooting, System Configuration, Electrical Safety, Technical Communication, Linux, File Systems, Information Technology, Microsoft Windows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Statistical Machine Learning, Machine Learning, Embedded Systems, Embedded Software, Machine Learning Algorithms, Distributed Computing, Deep Learning, Image Analysis, Software Design, Computer Vision, Electrical and Computer Engineering, Engineering Analysis, Serial Peripheral Interface, Student Support and Services, Student Services, Text Mining, Digital Communications, Electrical Engineering

    Earn a degree

    Degree · 1 - 4 Years

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

  • Interaction Design: University of California San Diego
  • Deep Learning Applications for Computer Vision: University of Colorado Boulder
  • Introduction to Microprocessors: Arm
  • Introduction to Computer Programming with Visual Basic: LearnQuest
  • Science Literacy : University of Alberta
  • Communicating Science: Illinois Tech
  • Translational Science: University of Michigan
  • Computer Vision Fundamentals with Google Cloud: Google Cloud
  • 计算机组成 Computer Organization: Peking University
  • The Arts and Science of Relationships: Understanding Human Needs: University of Toronto

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