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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


  • I

    Instituto Tecnológico de Aeronáutica

    TDD – Desenvolvimento de Software Guiado por Testes

    Skills you'll gain: Test Driven Development (TDD), Unit Testing, JUnit, Program Development, Test Case, Test Automation, Software Testing, Testability, Maintainability, Software Design, Software Development, Object Oriented Design, Application Design, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    419 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Fundamentals of Natural Language Processing

    Skills you'll gain: Natural Language Processing, Model Evaluation, Model Optimization, Embeddings, Text Mining, Logistic Regression, Model Training, Statistical Modeling, Machine Learning Methods, Markov Model, Classification Algorithms, Supervised Learning

    Build toward a degree

    3.9
    Rating, 3.9 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Canva for college students

    Skills you'll gain: Canva (Software), Infographics, Planning, Graphic and Visual Design Software, Design, Design Software, Visual Design, Graphic Design, Graphical Tools, Graphic and Visual Design, Collaboration

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    K

    KodeKloud

    Kubernetes for the Absolute Beginners with Hands-on Labs

    Skills you'll gain: Kubernetes, Containerization, Cloud Infrastructure, Cloud Computing, Cloud Applications, Software Architecture, Continuous Deployment, Application Lifecycle Management, Service Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    67 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Cybersecurity and the X-Factor

    Skills you'll gain: Cyber Threat Intelligence, Human Factors (Security), Threat Management, Security Awareness, Cybersecurity, Computer Security Awareness Training, Cyber Security Strategy, Cyber Risk, Cyber Attacks, Security Management, End User Training and Support, Human Factors, Behavioral Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    261 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Data Engineering, Big Data, and Machine Learning on GCP

    Skills you'll gain: Dashboard Creation, Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Data Governance, Apache Hadoop, Dashboard, Apache Kafka, Data Store, Cloud Services, Cloud Deployment, Data Access, Cloud API, Data Architecture, Data Quality, Data Cleansing, Machine Learning Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    4.4K reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Illinois Urbana-Champaign

    Introduction to Sustainability

    Skills you'll gain: Environmental Policy, Sustainable Development, Environment, Water Resources, Environmental Issue, Demography, Energy and Utilities, Environmental Science, Environment and Resource Management, Sustainability Standards, Water Resource Management, Policy Analysis, Natural Resource Management, Social Sciences, Human Development, Climate Change Adaptation, Climate Change Mitigation, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    KodeKloud

    Docker for Beginners with Hands-on labs

    Skills you'll gain: Docker (Software), Containerization, Cloud-Native Computing, Cloud Deployment, Development Environment, Cloud Infrastructure, Virtualization, Cloud Development, Virtual Machines, Cloud Services, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    163 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Advanced AI and Machine Learning Techniques and Capstone

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Applied Machine Learning, Data Ethics, Transfer Learning, Artificial Intelligence, Model Optimization, Federated Learning, Machine Learning Methods, Scalability, Machine Learning, Distributed Computing, AI Product Strategy, Microsoft Azure, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    55 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    TensorFlow: Data and Deployment

    Skills you'll gain: Model Deployment, Extract, Transform, Load, Federated Learning, Model Optimization, Data Pipelines, Image Analysis, Data Import/Export, Tensorflow, Transfer Learning, Convolutional Neural Networks, iOS Development, Apple iOS, Android Development, Data Preprocessing, Model Training, Data Processing, Computer Vision, MLOps (Machine Learning Operations), Javascript, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Network Troubleshooting, Network Routing, Routing Protocols, Network Routers, OSI Models, Virtual Local Area Network (VLAN), Network Switches, Networking Hardware, Local Area Networks, Network Infrastructure, Network Protocols, System Configuration, Network Performance Management, Computer Hardware, Configuration Management, iOS Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University at Buffalo

    Energy Production, Distribution & Safety

    Skills you'll gain: Personal protective equipment, Electrical Substation, Electrical Power, Electric Power Systems, Electrical Systems, Environmental Regulations, Energy and Utilities, Basic Electrical Systems, Petroleum Industry, Oil and Gas, Safety Training, Electrical Equipment, Electrical Safety, Occupational Safety and Health Administration (OSHA), Safety Standards, Workforce Planning, Workforce Development, Billing, Sustainable Development, Environmental Issue

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • TDD – Desenvolvimento de Software Guiado por Testes: Instituto Tecnológico de Aeronáutica
  • Fundamentals of Natural Language Processing: University of Colorado Boulder
  • Canva for college students: Coursera
  • Kubernetes for the Absolute Beginners with Hands-on Labs: KodeKloud
  • Cybersecurity and the X-Factor: Kennesaw State University
  • Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
  • Introduction to Sustainability: University of Illinois Urbana-Champaign
  • Docker for Beginners with Hands-on labs: KodeKloud
  • Advanced AI and Machine Learning Techniques and Capstone: Microsoft
  • TensorFlow: Data and Deployment: DeepLearning.AI

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