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  • Computational Thinking

Computational Thinking Courses

Computational thinking courses can help you learn problem decomposition, pattern recognition, algorithmic design, and abstraction techniques. You can build skills in logical reasoning, data analysis, and effective solution development across various applications, from programming to data science. Many courses introduce tools like Python, Scratch, and various simulation software, demonstrating how these skills can be applied to solve complex problems in fields such as artificial intelligence, robotics, and software development.


Popular Computational Thinking Courses and Certifications


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    University of Lausanne

    Healthy Urban systems Part 2 : Theories, models and tools

    Skills you'll gain: Health Systems, Systems Thinking, Health Policy, Public Health, Model Based Systems Engineering, Simulation and Simulation Software, Systems Analysis, Mathematical Modeling, Control Systems, Social Determinants Of Health

    Intermediate · Course · 1 - 3 Months

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    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Computer Vision, Artificial Intelligence, Machine Learning, Linear Algebra

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Managing Hybrid & AI-Augmented Teams: The Future of Work

    Skills you'll gain: Responsible AI, Workplace inclusivity, Diversity and Inclusion, Organizational Leadership, Team Leadership, Strategic Leadership, Innovation, Leadership and Management, Teamwork, Artificial Intelligence, Virtual Teams, Willingness To Learn, Adaptability, Ethical Standards And Conduct, Collaboration, Communication

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning, Python Programming

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

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    EIT Digital

    AI for Cybersecurity

    Skills you'll gain: Cybersecurity, Information Systems Security, Cyber Threat Intelligence, Data Ethics, Deep Learning, Intrusion Detection and Prevention, Artificial Intelligence and Machine Learning (AI/ML), Malware Protection, Natural Language Processing, Artificial Intelligence, Threat Detection, Anomaly Detection, Machine Learning, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    User Experience Design and Testing Part 2

    Skills you'll gain: User Experience Design, User Centered Design, Figma (Design Software), Design Thinking, User Interface (UI) Design, Usability Testing, Prototyping, Wireframing, Software Testing, Information Architecture, No-Code Development, Quality Assurance

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    University of California, Davis

    Editing and Enhancing AI Generated Content

    Skills you'll gain: Editing, Prompt Engineering, Responsible AI, Writing, Content Creation, Business Writing, Diversity and Inclusion, Analysis, Target Audience, Communication, Cultural Sensitivity

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Сверточные нейронные сети

    Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Visualization (Computer Graphics), Network Architecture

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Generative AI, LLMs, and Advanced Applications with Python

    Skills you'll gain: Generative AI, LLM Application, Large Language Modeling, Generative Model Architectures, ChatGPT, OpenAI, Generative AI Agents, Prompt Patterns, Applied Machine Learning, Prompt Engineering, Deep Learning, Application Programming Interface (API), Natural Language Processing, Machine Learning Algorithms

    Advanced · Course · 1 - 3 Months

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    University of Glasgow

    Clinical Decision Support Systems - CDSS 4

    Skills you'll gain: Data Ethics, Responsible AI, Machine Learning, Deep Learning, Information Privacy, Data Validation, Decision Support Systems, Health Informatics, Predictive Modeling, Verification And Validation, Artificial Intelligence and Machine Learning (AI/ML), Human Centered Design, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Modeling, IC Processes and Emerging Microtechnology

    Skills you'll gain: Finite Element Methods, Semiconductors, Electronics Engineering, Electronic Systems, Computer Architecture, Manufacturing Processes, Process Engineering, Emerging Technologies, Simulation and Simulation Software, Mathematical Modeling, Electronic Components, Micrometer, Artificial Intelligence

    Mixed · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular computational thinking courses

  • Healthy Urban systems Part 2 : Theories, models and tools : University of Lausanne
  • Foundations of Deep Learning and Neural Networks: Packt
  • Managing Hybrid & AI-Augmented Teams: The Future of Work: Coursera
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • AI for Cybersecurity: EIT Digital
  • User Experience Design and Testing Part 2: Northeastern University
  • Editing and Enhancing AI Generated Content: University of California, Davis
  • Сверточные нейронные сети: DeepLearning.AI
  • Generative AI, LLMs, and Advanced Applications with Python: Packt

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