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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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    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Large Language Modeling, Deep Learning, Business Logic, Data Access

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Sustainable Cities Case Studies

    Skills you'll gain: Climate Change Adaptation, Sustainable Development, Stormwater Management, Sustainable Technologies, Public Works, Civil Engineering, Sustainable Design, Community Development, Environmental Issue, Land Development, Mitigation, Case Studies, Water Resource Management, Environmental Policy, Traffic Flow Optimization

    Build toward a degree

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Università di Napoli Federico II

    Business Intelligence con la Product Suite di Tableau

    Skills you'll gain: Interactive Data Visualization, Dashboard, Data Storytelling, Peer Review, Data Presentation, Tableau Software, Data Visualization Software, Business Intelligence, Data Preprocessing, Data Sharing, Business Analytics, Data Transformation, Data Cleansing

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版

    Skills you'll gain: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Google Cloud Platform, Responsible AI, Predictive Modeling, AI Security, Continuous Monitoring, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning

    Beginner · Course · 1 - 3 Months

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    Università di Napoli Federico II

    Data Visualization e manipolazione dei dati con Tableau

    Skills you'll gain: Data Integration, Tableau Software, Geographic Information Systems, Spatial Analysis, Data Manipulation, Data Analysis, Data Visualization Software, Data Transformation, Data Visualization, Interactive Data Visualization

    Intermediate · Course · 1 - 3 Months

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    Coursera

    اساسيات قواعد البيانات باستخدام Airtable

    Skills you'll gain: Database Administration, Database Management, Interactive Data Visualization, Databases, Database Design, Relational Databases, Data Sharing

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    University of Colorado Boulder

    Resilience & Leadership: Tools, Methods, & Applications

    Skills you'll gain: Crisis Management, Systems Thinking, Disaster Recovery, Contingency Planning, Systems Engineering, Stakeholder Communications, Engineering Management, Business Continuity, Resilience, Organizational Strategy, Leadership, Communication, Risk Analysis

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Bridging the Gap: EV Grid Integration & V2G Systems

    Skills you'll gain: Electrical Power, Electric Power Systems, Energy and Utilities, Power Electronics, Systems Integration, Interoperability, Sustainable Technologies, Technical Standard

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Recurrent Neural Networks (RNNs), Time Series Analysis and Forecasting, Keras (Neural Network Library), PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Data Preprocessing

    2.5
    Rating, 2.5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    GenAI Foundations and Prompt Engineering

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI Agents, Enterprise Application Management, ChatGPT, AI Workflows, Generative AI, Development Environment, LLM Application, Large Language Modeling, Systems Architecture, Model Evaluation, Program Evaluation, Process Optimization, Performance Tuning, Scalability, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Security Engineers - Português Brasileiro

    Skills you'll gain: Google Gemini, Cloud Deployment, Google Cloud Platform, AI Security, Generative AI, Cloud Security, Security Controls, Threat Detection

    Beginner · Course · 1 - 4 Weeks

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

  • 생성형 AI: 기본 개념 이해: Google Cloud
  • Sustainable Cities Case Studies: University of Colorado Boulder
  • Business Intelligence con la Product Suite di Tableau: Università di Napoli Federico II
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版: Google Cloud
  • AI for Executives: The Basics: Khalifa University
  • Data Visualization e manipolazione dei dati con Tableau: Università di Napoli Federico II
  • اساسيات قواعد البيانات باستخدام Airtable: Coursera
  • Resilience & Leadership: Tools, Methods, & Applications: University of Colorado Boulder
  • Bridging the Gap: EV Grid Integration & V2G Systems: Coursera
  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn

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