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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: New
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    Packt

    Amazon Q Developer for the absolute beginners - Hands-on

    Skills you'll gain: Prompt Engineering, Infrastructure as Code (IaC), Terraform, DevOps, Ansible, Responsible AI, Amazon Web Services, Software Documentation, Development Environment, Application Deployment, Unit Testing, Software Development Tools, Cloud Deployment, Development Testing, Maintainability, Integrated Development Environments, AI literacy, Command-Line Interface, Technical Documentation, Verification And Validation

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Design Beyond Limits with Figma

    Skills you'll gain: Figma (Design Software), Web Content Accessibility Guidelines, Design Reviews, Software Design, Collaborative Software, AI powered creativity, User Interface and User Experience (UI/UX) Design, User Interface (UI), UI Components, Systems Design, Stakeholder Communications, Scalability, Style Guides, Interactive Design, Version Control, AI Workflows, Prototyping, Product Design, Cross-Functional Collaboration, UI/UX Research

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Foundations of AI and Machine Learning

    Skills you'll gain: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Data Infrastructure, AI Integrations, MLOps (Machine Learning Operations), Application Deployment, AI Workflows, Model Evaluation, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    280 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Preview
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    A

    Amazon Web Services

    Building AI Agent Harnesses with Strands Agents

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Context Engineering, LLM Application, Model Context Protocol, Agentic systems, Tool Calling, Generative AI, Context Management, Application Deployment, Cloud Deployment, Model Evaluation, Memory Management, Data Persistence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Structuring Machine Learning Projects

    Skills you'll gain: Transfer Learning, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Machine Learning Methods, Machine Learning, Debugging, Model Training, Decision Intelligence, AI Product Strategy, Model Optimization, Model Evaluation, Data-Driven Decision-Making, AI Workflows

    4.8
    Rating, 4.8 out of 5 stars
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    50K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Prompt Engineering

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, AI Workflows, AI powered creativity, Responsible AI, Data Visualization, Document Management, Ideation, Verification And Validation, Data Presentation, LLM Application, AI literacy, AI Enablement, Generative AI, Risking, Multimodal Prompts, Artificial Intelligence, Data Compilation, Large Language Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    9.4K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    Mengintegrasikan Aplikasi dengan Gemini di Google Cloud

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Packet Switching Networks and Algorithms

    Skills you'll gain: Routing Protocols, Network Routing, Open Shortest Path First (OSPF), TCP/IP, Network Routers, Network Protocols, Network Architecture, Network Switches, Virtual Networking, Network Performance Management, Computer Networking, OSI Models, Local Area Networks, Graph Theory, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    455 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Hot New Release
    Hot New Release
    I

    IBM

    IBM Systems and Solutions Architect

    Skills you'll gain: Process Modeling, Process Mapping, Business Process Modeling, Business Analysis, Cloud-Native Computing, Data Migration, Software Architecture, Stakeholder Analysis, Network Security, Systems Design, Extract, Transform, Load, Systems Architecture, Communication Planning, Stakeholder Management, Data Integration, Test Planning, Cybersecurity, Enterprise Architecture, Software Testing, Project Management

    4.7
    Rating, 4.7 out of 5 stars
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    360 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Docker Certified Associate Preparation

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, YAML, Devops Tools, Data Storage, Linux Administration, Microservices, DevOps, CI/CD, Application Deployment, Network Troubleshooting, General Networking, Configuration Management, Security Controls, OS Process Management, Virtualization, Application Lifecycle Management, Command-Line Interface, Automation

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    IBM

    AI-Assisted Code Modernization

    Skills you'll gain: COBOL (Programming Language), Prompt Patterns, Prompt Engineering, Code Review, Code Reusability, Application Lifecycle Management, CI/CD, Agentic systems, Software Technical Review

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
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    E

    Edureka

    Reactive Programming with RxJS

    Skills you'll gain: Event-Driven Programming, Software Design Patterns, JavaScript Frameworks, Web Frameworks, Frontend Integration, Web Applications, Software Architecture, Dataflow, Programming Principles, Javascript, Data Pipelines, Data Mapping, Memory Management, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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

  • Amazon Q Developer for the absolute beginners - Hands-on: Packt
  • Design Beyond Limits with Figma: Packt
  • Foundations of AI and Machine Learning: Microsoft
  • Building AI Agent Harnesses with Strands Agents: Amazon Web Services
  • Structuring Machine Learning Projects: DeepLearning.AI
  • Prompt Engineering: Vanderbilt University
  • Mengintegrasikan Aplikasi dengan Gemini di Google Cloud: Google Cloud
  • Packet Switching Networks and Algorithms: University of Colorado System
  • IBM Systems and Solutions Architect: IBM
  • Docker Certified Associate Preparation: LearnKartS

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