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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
    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: New
    New
    P

    Packt

    SwiftUI Covid19 Statistics Tracker with REST API & Swift 5

    Skills you'll gain: iOS Development, Swift Programming, Apple iOS, Mobile Development, User Interface (UI), Apple Xcode, Restful API, User Interface and User Experience (UI/UX) Design, Application Development, Development Environment, Application Programming Interface (API), UI Components, Real Time Data, JSON

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Goodwill Industries International

    The Digital Divide

    Skills you'll gain: digital literacy, Computer Literacy, Disabilities, Web Content Accessibility Guidelines, Diversity Awareness, Digital Communications, Community Development, Community Outreach, End User Training and Support, Advocacy, Telecommunications, Ethical Standards And Conduct, Data Access, Requirements Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Generative AI for PowerPoint and Word to Optimize Content Creation

    Skills you'll gain: Presentations, Microsoft Copilot, Microsoft PowerPoint, Microsoft Word, Sales Presentations, Productivity Software, Multimedia, Microsoft 365, Animations, Writing and Editing, Technical Communication, Business Writing, Content Creation, Target Audience

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    National Academy of Sports Medicine

    Pre- and Post-Workout Supplements for the Beginner

    Skills you'll gain: Exercise Science, Physiology, Sports Medicine, Decision Making, Nutrition and Diet, Pharmacology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Python Course for Data Analysis - Become Data Analyst

    Skills you'll gain: Scatter Plots, Jupyter, Programming Principles, Histogram

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Basics of Chatbots with Machine Learning & Python

    Skills you'll gain: Natural Language Processing, Python Programming, Text Mining, Artificial Intelligence, Data Preprocessing, Machine Learning, Applied Machine Learning, Data Collection, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Azure Monitoring and Analytics Fundamentals

    Skills you'll gain: System Monitoring, Microsoft Azure, Query Languages, Application Performance Management, Cloud Management, Continuous Monitoring, Real Time Data, Interactive Data Visualization, Virtual Machines, Scalability, Resource Management

    4.7
    Rating, 4.7 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Dark Data Basics - Understanding the Unknown

    Skills you'll gain: Computational Thinking, Data Strategy, Unstructured Data, Data Access, Data Literacy, Data Analysis, Data Management, Data Collection

    Beginner · Course · 1 - 3 Months

  • 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: 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

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Introducción a los tsunamis: causas, efectos y prevención

    Skills you'll gain: Vibrations, Emergency Response, Continuous Monitoring, Public Safety and National Security, Environmental Monitoring, Hazard Analysis, Security Awareness, Education and Training, Risk Control, Network Monitoring, Community Development, Coordination, Case Studies

    Mixed · Course · 1 - 4 Weeks

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

  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • SwiftUI Covid19 Statistics Tracker with REST API & Swift 5: Packt
  • The Digital Divide: Goodwill Industries International
  • Generative AI for PowerPoint and Word to Optimize Content Creation: Microsoft
  • Pre- and Post-Workout Supplements for the Beginner: National Academy of Sports Medicine
  • Python Course for Data Analysis - Become Data Analyst: Packt
  • Basics of Chatbots with Machine Learning & Python: Packt
  • Azure Monitoring and Analytics Fundamentals: Microsoft
  • Dark Data Basics - Understanding the Unknown: Arizona State University
  • Telehealth Best Practices and Uses: University of California, Davis

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