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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


  • G

    Google Cloud

    Bracketology with Google Machine Learning

    Skills you'll gain: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    O

    Oracle

    Oracle Data Platform Foundations Associate

    Skills you'll gain: Oracle Databases, Oracle Cloud, Data Architecture, Database Architecture and Administration, Data Migration, Data Lakes, NoSQL, Database Application, Cloud Applications, MySQL, Data Security, Application Development, Analytics, Scalability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

    Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Tensorflow, Keras (Neural Network Library), Artificial Neural Networks, Model Deployment, Transfer Learning, Convolutional Neural Networks, Artificial Intelligence, Computer Vision, Machine Learning Methods, Data Preprocessing

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    Améliorez les réseaux neuronaux profonds

    Skills you'll gain: Deep Learning, Tensorflow, Model Evaluation, Applied Machine Learning, Artificial Neural Networks, Machine Learning Methods, Performance Tuning, Machine Learning, Data Validation, Debugging, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    R 프로그래밍

    Skills you'll gain: R Programming, Statistical Programming, Statistical Analysis, Data Analysis Software, Debugging, Software Installation, Simulations, Integrated Development Environments, Programming Principles, Data Manipulation, Program Development, Data Import/Export, Performance Tuning, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Davis

    Telehealth Best Practices and Uses

    Skills you'll gain: Telehealth, Health Technology, Continuous Quality Improvement (CQI), Health Equity, Health Care Procedure and Regulation, Health Disparities, Health Care, Regulatory Compliance, Health Care Administration, Healthcare Project Management, Telecommunications, Technical Support, Patient Communication, Patient-centered Care

    4.6
    Rating, 4.6 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: entornos sostenibles

    Skills you'll gain: Environment, Climate Change Adaptation, Water Resources, Sustainable Development, Health Education, Land Management, Environmental Science, Community Development, Teaching, Interactive Learning, Climate Change Mitigation, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    36 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    UiPath

    UiPath Automation Explorer

    Skills you'll gain: Workflow Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On

    Skills you'll gain: Data Import/Export, Data Visualization Software, Cloud Deployment, Data Visualization, Restful API, Data Mapping, Extract, Transform, Load, Histogram, Data Transformation, Amazon Web Services, Apache Kafka, Scalability, Cloud Management, Information Architecture, System Monitoring, Network Monitoring, Application Performance Management, Cloud Computing, Data Management, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
    ·
    16 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Pontificia Universidad Católica de Chile

    Circuitos con SPICE: Sistemas trifásicos y análisis avanzado

    Skills you'll gain: Three-Phase, Electrical Engineering, Electric Power Systems, Electrical Power, Power Electronics, Electronic Components, Electronics, Network Analysis, Simulation and Simulation Software

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    MathWorks

    Low Code Image Segmentation

    Skills you'll gain: Image Analysis, Matlab, Computer Vision, Medical Imaging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Introduction to Microfabrication

    Skills you'll gain: Semiconductors, Electronics, Materials science, Product Testing, Electronic Components, Mechanical Engineering, Electrical Engineering, Personal protective equipment

    Intermediate · Course · 1 - 4 Weeks

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

  • Bracketology with Google Machine Learning: Google Cloud
  • Oracle Data Platform Foundations Associate: Oracle
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • Améliorez les réseaux neuronaux profonds: DeepLearning.AI
  • R 프로그래밍: Johns Hopkins University
  • Telehealth Best Practices and Uses: University of California, Davis
  • Educación sobre cambio climático: entornos sostenibles: Banco Interamericano de Desarrollo
  • UiPath Automation Explorer: UiPath
  • Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On: Packt
  • Circuitos con SPICE: Sistemas trifásicos y análisis avanzado: Pontificia Universidad Católica de Chile

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