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    • Theoretical Computer Science

    Theoretical Computer Science Courses Online

    Study theoretical computer science for foundational knowledge. Learn about algorithms, complexity theory, and computational models.

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    Explore the Theoretical Computer Science Course Catalog

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Statistics for Data Science

      Skills you'll gain: Data Visualization, Probability & Statistics, Statistical Hypothesis Testing, Data Analysis, Bayesian Statistics, Statistics, Biostatistics, Linear Algebra, Statistical Analysis, Data Science, Statistical Methods, Regression Analysis, Probability, Statistical Inference, Sampling (Statistics), Statistical Modeling, Probability Distribution, R Programming, Mathematical Modeling, Sample Size Determination

      4.4
      Rating, 4.4 out of 5 stars
      ·
      765 reviews

      Advanced · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Tools for Data Science

      Skills you'll gain: Jupyter, Data Analysis Software, Data Visualization Software, Statistical Programming, R Programming, Computer Programming Tools, Data Science, Data Visualization, GitHub, Machine Learning, Collaborative Software, Query Languages, Cloud API, Application Programming Interface (API), IBM Cloud, Restful API, Open Source Technology, Git (Version Control System), Data Management, Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      MathWorks

      Computer Vision for Engineering and Science

      Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Applied Machine Learning, Machine Learning, Supervised Learning, Feature Engineering, Anomaly Detection, Classification And Regression Tree (CART), Simulations, Medical Imaging, Matlab, Geospatial Information and Technology, Machine Learning Algorithms, Linear Algebra, Algorithms, Data Validation, Performance Tuning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      88 reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Computer Networks and Network Security

      Skills you'll gain: Endpoint Detection and Response, Networking Hardware, Network Security, TCP/IP, Network Protocols, Endpoint Security, Computer Networking, Network Routing, Network Architecture, General Networking, Firewall, Dynamic Host Configuration Protocol (DHCP), Network Routers, Intrusion Detection and Prevention, Wireless Networks, Network Analysis, Network Switches, Microsoft Windows

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3.4K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM AI Developer

      Skills you'll gain: Prompt Engineering, Generative AI, Software Development Life Cycle, Software Architecture, ChatGPT, Web Development Tools, Responsive Web Design, Software Engineering, Generative AI Agents, Large Language Modeling, Software Design, Flask (Web Framework), Full-Stack Web Development, Web Development, Cascading Style Sheets (CSS), Jupyter, Professional Networking, Python Programming, Machine Learning, Data Science

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      73K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI Engineering

      Skills you'll gain: Prompt Engineering, Generative AI, Large Language Modeling, Data Wrangling, Unsupervised Learning, Keras (Neural Network Library), Generative AI Agents, Feature Engineering, Predictive Modeling, Flask (Web Framework), Supervised Learning, PyTorch (Machine Learning Library), Deep Learning, Exploratory Data Analysis, Data Manipulation, Natural Language Processing, Data Import/Export, Statistical Modeling, Applied Machine Learning, Jupyter

      4.6
      Rating, 4.6 out of 5 stars
      ·
      90K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U
      I
      I

      Multiple educators

      Data Science Foundations

      Skills you'll gain: Pseudocode, Data Literacy, Algorithms, Dashboard, Data Mining, Jupyter, Correlation Analysis, Pandas (Python Package), Plot (Graphics), Web Scraping, Data Analysis Software, Data Visualization Software, Data Analysis, Statistical Programming, Data Science, Data Collection, Machine Learning Algorithms, Unsupervised Learning, Machine Learning, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      114K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of London

      Mathematics for Computer Science

      Skills you'll gain: Arithmetic, Computer Science, Computational Thinking, Mathematical Theory & Analysis, General Mathematics, Algebra, Applied Mathematics, Systems Of Measurement, Logical Reasoning

      4.1
      Rating, 4.1 out of 5 stars
      ·
      244 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Toronto

      Learn to Program: The Fundamentals

      Skills you'll gain: Programming Principles, Debugging, Software Documentation, Python Programming, Computer Programming, Program Development, Integrated Development Environments, Data Structures, File Management

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6.7K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      U

      University of Washington

      Computational Neuroscience

      Skills you'll gain: Machine Learning Methods, Network Model, Deep Learning, Artificial Neural Networks, Supervised Learning, Reinforcement Learning, Neurology, Unsupervised Learning, Computational Thinking, Mathematical Modeling, Biology, Information Architecture, Linear Algebra, Probability & Statistics

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.1K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Introduction to Computers

      Skills you'll gain: Generative AI, Computer Systems, Business Software, Technical Consulting, Business Systems, Computer Hardware, System Support, Information Technology, Servers, Enterprise Security, Artificial Intelligence, Data Storage, Operating Systems, System Configuration, Technical Support, Computer Architecture, Cybersecurity

      4.8
      Rating, 4.8 out of 5 stars
      ·
      788 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Michigan

      Python for Everybody

      Skills you'll gain: Database Design, JSON, Data Processing, SQL, Web Scraping, Relational Databases, Extensible Markup Language (XML), Databases, Database Management, Data Modeling, Data Visualization, Programming Principles, Data Structures, Data Cleansing, Web Services, Interactive Data Visualization, Python Programming, Computer Programming, Software Installation, File Management

      Build toward a degree

      4.8
      Rating, 4.8 out of 5 stars
      ·
      278K reviews

      Beginner · Specialization · 3 - 6 Months

    1…456…764

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

    • Advanced Statistics for Data Science: Johns Hopkins University
    • Tools for Data Science: IBM
    • Computer Vision for Engineering and Science: MathWorks
    • Computer Networks and Network Security: IBM
    • IBM AI Developer: IBM
    • IBM Generative AI Engineering: IBM
    • Data Science Foundations: University of London
    • Mathematics for Computer Science: University of London
    • Learn to Program: The Fundamentals: University of Toronto
    • Computational Neuroscience: University of Washington

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