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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: Free Trial
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    Google Cloud

    Essential Cloud Infrastructure: Core Services em Português Brasileiro

    Skills you'll gain: Identity and Access Management, Google Cloud Platform, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Services, Data Storage Technologies, Cloud Storage, Security Management, System Monitoring, NoSQL, Encryption, SQL, Scalability

    4.7
    Rating, 4.7 out of 5 stars
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    148 reviews

    Intermediate · Course · 1 - 3 Months

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    MedCerts

    Functional Approach to Understanding Behavior

    Skills you'll gain: Functional Behavior Assessment, Applied Behavior Analysis, Behavioral Health, Instructional Strategies

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Feature Engineering en Français

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Model Evaluation, Dataflow, Data Store, Keras (Neural Network Library), Data Transformation, Data Modeling, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Data Ethics, Model Evaluation, Information Privacy, Data Processing, AI Workflows, Data Analysis, No-Code Development, Analytical Skills, Machine Learning, Artificial Intelligence, Real Time Data, Ethical Standards And Conduct, Machine Learning Algorithms, Data Collection

    Intermediate · Course · 1 - 3 Months

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    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: energía y huella ecológica

    Skills you'll gain: Climate Change Mitigation, Energy and Utilities, Environmental Science, Climate Change Adaptation, Environment, Sustainable Development, Education and Training, Collaboration, Teaching, Instructing

    4.6
    Rating, 4.6 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Advanced Reproducibility in Cancer Informatics

    Skills you'll gain: Code Review, GitHub, Git (Version Control System), Version Control, Docker (Software), Software Development Tools, Continuous Integration, Containerization, Bioinformatics, Informatics, Automation, Data Analysis, R Programming

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    AI Generatif: Memahami Konsep Dasar

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Data Literacy, Unstructured Data, Data Ethics, Artificial Intelligence, AI Security, Business Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    在 Google Cloud 打造生成式 AI 應用程式

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Google Cloud Platform, Large Language Modeling, Embeddings, Model Deployment

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Gemini in Google Sheets - 繁體中文

    Skills you'll gain: Google Gemini, Google Sheets, Google Workspace, Prompt Engineering, Productivity Software, Generative AI Agents, AI Enablement

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    在 Google Cloud 上创建生成式 AI 应用

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Generative Model Architectures, Large Language Modeling, Embeddings, Google Cloud Platform

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Transformer Models and BERT Model - Deutsch

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Transfer Learning, Embeddings, Model Evaluation

    Advanced · Course · 1 - 4 Weeks

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

  • Essential Cloud Infrastructure: Core Services em Português Brasileiro: Google Cloud
  • Functional Approach to Understanding Behavior: MedCerts
  • Feature Engineering en Français: Google Cloud
  • AI For Data Analysts: AI CERTs
  • Educación sobre cambio climático: energía y huella ecológica: Banco Interamericano de Desarrollo
  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • Advanced Reproducibility in Cancer Informatics: Johns Hopkins University
  • AI Generatif: Memahami Konsep Dasar: Google Cloud
  • 在 Google Cloud 打造生成式 AI 應用程式: Google Cloud
  • Gemini in Google Sheets - 繁體中文: Google Cloud

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