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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


  • J

    Johns Hopkins University

    Algebra: Elementary to Advanced - Polynomials and Roots

    Skills you'll gain: Algebra, Advanced Mathematics, Applied Mathematics, Arithmetic, Deductive Reasoning, Analytical Skills, Mathematical Modeling, Geometry, Graphing

    4.9 stars, 176 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (176) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Generative AI-Powered Assistant for Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AWS SageMaker, Generative AI Agents, AI Integrations, Amazon Web Services, Infrastructure as Code (IaC), AI Security, AI Enablement, Generative AI, DevOps, IT Automation, AI Personalization, AWS CloudFormation, AI Workflows, Computer Programming, Computer Programming Tools, Artificial Intelligence, Autoencoders, Building Codes

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Database Software, Databases

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Intro to PHP

    Skills you'll gain: PHP (Scripting Language), Object Oriented Programming (OOP), Package and Software Management, Web Applications, Web Development Tools, Web Development, Scripting Languages, Development Environment, Scripting, Programming Principles, Debugging, Data Structures

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • E

    EDUCBA

    Build a C++ Employee Payroll Project from Scratch

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Application Development, Object Oriented Design, Application Design, Program Development, Code Reusability, Business Logic, User Interface (UI), Data Entry, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Advanced Excel Tools for Data Analysis

    Skills you'll gain: Pivot Tables And Charts, Dashboard, Dashboard Creation, Microsoft Excel, Financial Modeling, Excel Macros, Data Presentation, Interactive Data Visualization, Data Import/Export, Data Visualization, Spreadsheet Software, Data Modeling, Data Literacy, Forecasting, Workflow Management, Excel Formulas, Simulation and Simulation Software, Data Storytelling, Finance, Data Analysis

    4.4 stars, 18 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (18) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Model Optimization, Feature Engineering, Tensorflow, Model Deployment, Model Training, Google Cloud Platform, Data Quality, Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Keras (Neural Network Library), Data Strategy, Machine Learning, Machine Learning Methods, Embeddings, Cloud Deployment, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow

    4.7 stars, 92 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (92) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Pragmatic AI Labs

    Multi-modal AI

    Skills you'll gain: GitHub Copilot, Model Context Protocol, Multimodal Prompts, Prompt Engineering, AI Workflows, Generative AI, Test Automation, Software Documentation, Web Development Tools, Development Environment, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Geneva

    The Diversity of Exoplanets

    Skills you'll gain: General Science and Research, Scientific Methods, Experimentation, Physical Science, Research, Science and Research, Quantitative Research, Physics, Mathematical Modeling, Mechanics

    4.7 stars, 38 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (38) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    Vision & Audio AI Systems

    Skills you'll gain: Apache Airflow, Model Optimization, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Model Training, Embeddings, Performance Tuning, Deep Learning, Digital Signal Processing

    Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The Hong Kong University of Science and Technology

    FinTech Risk Management

    Skills you'll gain: Governance Risk Management and Compliance, Regulatory Compliance, Business Continuity Planning, Compliance Management, Financial Regulation, Disaster Recovery, Risk Management Framework, Financial Controls, Operational Risk, Financial Services, Business Continuity, Financial Regulations, Security Management, Risk Management, Business Risk Management, Information Technology, Risk Control, Governance, Regulatory Requirements, Contingency Planning

    4.7 stars, 226 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (226) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Agile Organization

    Skills you'll gain: Change Management, Scaled Agile Framework, Organizational Change, Culture Transformation, Organizational Development, Agile Methodology, Leadership Studies, Business Transformation, Scalability, Organizational Strategy, Case Studies

    4.8 stars, 439 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (439) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…699700701…834

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

  • Algebra: Elementary to Advanced - Polynomials and Roots: Johns Hopkins University
  • Generative AI-Powered Assistant for Developers: Packt
  • SQL Server Course for Beginners with 100+ examples: Packt
  • Intro to PHP: Packt
  • Build a C++ Employee Payroll Project from Scratch: EDUCBA
  • Advanced Excel Tools for Data Analysis: EDUCBA
  • Machine Learning with TensorFlow on Google Cloud em Português Brasileiro: Google Cloud
  • Multi-modal AI: Pragmatic AI Labs
  • The Diversity of Exoplanets: University of Geneva
  • Vision & Audio AI Systems: Coursera

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