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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


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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Keras (Neural Network Library), Computer Programming Tools, Object Oriented Programming (OOP), Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 3 Months

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    D

    Dartmouth College

    Practical Machine Learning: Foundations to Neural Networks

    Skills you'll gain: Supervised Learning, Bayesian Network, Artificial Neural Networks, Predictive Analytics, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Statistical Methods, Artificial Intelligence, Regression Analysis, Statistical Inference

    Intermediate · Specialization · 3 - 6 Months

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    P

    Packt

    C# Console Development Foundations

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Microsoft Visual Studio, Debugging, .NET Framework, Object-Relational Mapping, Full-Stack Web Development, Development Environment, Software Testing, Application Development, Command-Line Interface, Data Structures

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Virginia

    Agile Meets Design Thinking

    Skills you'll gain: Agile Product Development, User Story, Design Thinking, Product Improvement, Agile Methodology, Agile Software Development, Product Design, Product Development, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Software Development, Testability

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    P

    Packt

    Spring, JPA, Testing, and Legacy Microservices

    Skills you'll gain: JUnit, Spring Framework, Spring Boot, Java, Apache Maven, Hibernate (Java), Unit Testing, Gradle, Microservices, Object-Relational Mapping, Software Testing, Testability

    Intermediate · Course · 1 - 3 Months

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    A

    AI CERTs

    Enterprise Blockchain & Auditing

    Skills you'll gain: Blockchain, Microservices, Enterprise Architecture, Go (Programming Language), Program Development, Business Logic, Application Programming Interface (API), Containerization, Auditing, Application Development, Development Environment, Security Controls, Cryptography, Debugging

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Toronto

    iOS App Development Basics

    Skills you'll gain: Model View Controller, Apple iOS, Apple Xcode, Swift Programming, User Interface (UI), Mobile Development, UI Components, User Interface and User Experience (UI/UX) Design, Application Frameworks, Computer Programming

    4.2
    Rating, 4.2 out of 5 stars
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    552 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    AWS Networking, Compute & IAM Architecture

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Amazon Elastic Compute Cloud, Cloud Computing Architecture, Cloud Computing, Virtual Local Area Network (VLAN), Network Security, Network Architecture, Cloud Infrastructure, Authentications, Virtual Private Networks (VPN), Multi-Factor Authentication, Cloud Security, Network Administration, Load Balancing, Amazon CloudWatch, Containerization, Scalability

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Microsoft

    Microsoft Power BI and Power Platform for Productivity

    Skills you'll gain: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, Spreadsheet Software, No-Code Development, Data Transformation, Data Modeling, Data Visualization, Data Analysis, Business Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    689 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Protege GKE con Cloud Next Generation Firewall

    Skills you'll gain: Kubernetes, Firewall, Google Cloud Platform, Infrastructure Security, Network Security, Cloud Security, General Networking

    Intermediate · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Django with MySQL: Build & Deploy Web Apps

    Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Authentications, Software Testing, Development Testing, Unit Testing, Debugging, Object-Relational Mapping, Authorization (Computing), MySQL, Test Case, Web Development, Database Development, Back-End Web Development, Web Applications, Software Documentation, Test Automation, Document Management, File Management, Model View Controller

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
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    Google Cloud

    Troubleshooting with AI Using Cloud Assist Investigations

    Skills you'll gain: Google Cloud Platform, Network Troubleshooting, Cloud Services, Problem Management, Cloud Engineering, Cloud Management, Issue Tracking, Debugging

    Beginner · Course · 1 - 4 Weeks

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

  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • Practical Machine Learning: Foundations to Neural Networks: Dartmouth College
  • C# Console Development Foundations: Packt
  • Agile Meets Design Thinking: University of Virginia
  • Spring, JPA, Testing, and Legacy Microservices: Packt
  • Enterprise Blockchain & Auditing: AI CERTs
  • iOS App Development Basics: University of Toronto
  • AWS Networking, Compute & IAM Architecture: Packt
  • Microsoft Power BI and Power Platform for Productivity: Microsoft
  • Protege GKE con Cloud Next Generation Firewall: Google Cloud

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