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  • Theoretical Computer Science

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: Preview
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    U

    University of Michigan

    파이썬의 데이터 과학 소개

    Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Data Processing, Pivot Tables And Charts, Data Science, Data Wrangling, Data Analysis, Data-Driven Decision-Making, Data Transformation, Exploratory Data Analysis, Python Programming, Statistical Hypothesis Testing, Data Import/Export, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Intro to TensorFlow em Português Brasileiro

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Cloud Deployment, Google Cloud Platform, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Data Pipelines, Feature Engineering, Data Preprocessing, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Data Import/Export

    4.6
    Rating, 4.6 out of 5 stars
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    23 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Sustainable Consumption and Health

    Skills you'll gain: Sustainable Development, Nutrition and Diet, Social Determinants Of Health, Sustainability Standards, Environment Health And Safety, Environment, Health Assessment, Health Disparities, Epidemiology, Environmental Science, Public Health and Disease Prevention, Public Health, Pollution Prevention, Climate Change Mitigation, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Bootstrap & Build Responsive Agency Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, Web Design and Development, Front-End Web Development, Web Design, UI Components, Application Frameworks

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    Mastering Vim: Efficient Editing & Vimscript for Developers

    Skills you'll gain: Development Environment, Software Development Tools, Scripting, Git (Version Control System), Scripting Languages, Version Control, Package and Software Management, Software Development, Software Visualization, Application Development, Performance Tuning, Software Installation, System Configuration

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    S

    Simplilearn

    Web Application Security Crash Training

    Skills you'll gain: Open Web Application Security Project (OWASP), Secure Coding, Operational Risk, Application Security, Security Requirements Analysis, Threat Management, Cyber Security Policies, Cyber Attacks, Web Applications, Security Management, Vulnerability Assessments, Security Software, Security Engineering, Security Controls, Scenario Testing, Software Development, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Applying AI Principles with GC - 简体中文

    Skills you'll gain: Responsible AI, Data Ethics, Business Ethics, Regulatory Compliance, Governance, Artificial Intelligence, AI literacy, Internal Auditing, Ethical Standards And Conduct, Accountability Frameworks, Procedure Development

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Houdini Procedural Modeling: Advanced Projects

    Skills you'll gain: 3D Modeling, 3D Assets, SketchUp (3D Modeling Software), Computer Graphics, Computer Graphic Techniques, Workflow Management, Mathematical Modeling, Model Optimization, Geometry, Asset Management, Digital Assets, Design

    Mixed · Course · 1 - 3 Months

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    E

    EDUCBA

    Build and Implement SOAP APIs for Employee Services

    Skills you'll gain: Simple Object Access Protocol (SOAP), Service Oriented Architecture, Enterprise Architecture, Web Services, Application Programming Interface (API), Data Modeling, Back-End Web Development, API Design, Extensible Markup Language (XML), Application Development

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Exploitation and Penetration Testing with Metasploit

    Skills you'll gain: Penetration Testing, Exploit development, Network Security, Vulnerability, Cybersecurity, Vulnerability Assessments, Human Factors (Security), Information Systems Security, Data Persistence

    4.2
    Rating, 4.2 out of 5 stars
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    37 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), NumPy, Applied Machine Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Python Programming, Artificial Neural Networks, Data Manipulation, Programming Principles, Tensorflow, Machine Learning Methods, Regression Analysis, Machine Learning Software, Model Training, Computer Programming

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Production AI Model Development and Ethics

    Skills you'll gain: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Model Optimization, Scikit Learn (Machine Learning Library), Data Preprocessing, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

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

  • 파이썬의 데이터 과학 소개: University of Michigan
  • Intro to TensorFlow em Português Brasileiro: Google Cloud
  • Sustainable Consumption and Health: University of Michigan
  • Master Bootstrap & Build Responsive Agency Websites: EDUCBA
  • Mastering Vim: Efficient Editing & Vimscript for Developers: Packt
  • Web Application Security Crash Training: Simplilearn
  • Responsible AI: Applying AI Principles with GC - 简体中文: Google Cloud
  • Houdini Procedural Modeling: Advanced Projects: EDUCBA
  • Build and Implement SOAP APIs for Employee Services: EDUCBA
  • Exploitation and Penetration Testing with Metasploit: IBM

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