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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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    Adobe

    Image Editing Essentials

    Skills you'll gain: Photo Editing, Adobe Photoshop, Data Import/Export, Image Quality, Color Theory, Generative AI, Editing, Storytelling, Design Elements And Principles, Graphic and Visual Design, Creativity, Creative Thinking, Creative Problem-Solving

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    NotionAI for Beginners: Design a Product Launch

    Skills you'll gain: Brainstorming, Creative Thinking, Organizational Skills, Prioritization, Creativity, Productivity, Generative AI, Database Management, Technical Documentation, Artificial Intelligence, Project Management, Content Management

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Deep Learning - Computer Vision for Beginners Using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Deep Learning, Pandas (Python Package), Image Analysis, Python Programming, Artificial Neural Networks, Data Manipulation

    Intermediate · Course · 1 - 3 Months

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    University of Lausanne

    HEALTHY URBAN SYSTEMS - PART 2 : Theories, models and tools

    Skills you'll gain: Systems Thinking, Health Systems, Health Policy, Public Health, Systems Analysis, Predictive Modeling, Social Determinants Of Health

    Intermediate · Course · 1 - 3 Months

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    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Keras (Neural Network Library), Jupyter, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Python Programming, Data Science, Scikit Learn (Machine Learning Library)

    4.3
    Rating, 4.3 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Inside Sales: Crafting Effective Outreach

    Skills you'll gain: Inside Sales, Generative AI Agents, AI Personalization, Email Automation, Sales Development, Sales Process, Sales Enablement, Sales Strategy, Prompt Engineering, ChatGPT, Anthropic Claude, Driving engagement, HubSpot CRM, Personalized Service, Customer Relationship Management (CRM) Software, Data-Driven Decision-Making, Automation, Analytics

    Intermediate · 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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    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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    Universidades Anáhuac

    Ciencia de Datos e IA : De los Fundamentos a la Práctica

    Skills you'll gain: Predictive Modeling, Data Cleansing, Time Series Analysis and Forecasting, Database Management, Artificial Neural Networks, SQL, Predictive Analytics, Databases, Keras (Neural Network Library), Deep Learning, Tensorflow, Statistical Modeling, Data Modeling, Data Visualization Software, Forecasting, Pandas (Python Package), Data Science, Supervised Learning, Image Analysis, Computer Vision

    2.7
    Rating, 2.7 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Maryland, College Park

    Generating Vision: Long-Term Ideas to Motivate Stakeholders

    Skills you'll gain: Forecasting, Strategic Leadership, Product Roadmaps, Business Strategy, Innovation, Brainstorming, Organizational Strategy, Strategic Communication, Leadership, Employee Retention, Stakeholder Engagement, Employee Engagement

    Beginner · Course · 1 - 3 Months

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    Packt

    Advanced Machine Learning and Deep Learning

    Skills you'll gain: Shiny (R Package), Deep Learning, Image Analysis, PyTorch (Machine Learning Library), Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Classification And Regression Tree (CART), Unsupervised Learning, Predictive Modeling, Regression Analysis, Dimensionality Reduction, Network Architecture, Interactive Data Visualization, Time Series Analysis and Forecasting, Data Processing

    Advanced · Course · 1 - 3 Months

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    DeepLearning.AI

    Повышение эффективности глубоких нейросетей

    Skills you'll gain: Tensorflow, Deep Learning, Data Compilation, Test Data, Statistical Analysis, Artificial Neural Networks, Analysis, Performance Tuning, Machine Learning Algorithms, Machine Learning, Algorithms

    Beginner · Course · 1 - 4 Weeks

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

  • Image Editing Essentials: Adobe
  • NotionAI for Beginners: Design a Product Launch: Coursera
  • Deep Learning - Computer Vision for Beginners Using PyTorch: Packt
  • HEALTHY URBAN SYSTEMS - PART 2 : Theories, models and tools : University of Lausanne
  • Python per la Data Science: Università di Napoli Federico II
  • GenAI for Inside Sales: Crafting Effective Outreach: Coursera
  • Сверточные нейронные сети: DeepLearning.AI
  • Modeling, IC Processes and Emerging Microtechnology: University of Minnesota
  • Ciencia de Datos e IA : De los Fundamentos a la Práctica: Universidades Anáhuac
  • Generating Vision: Long-Term Ideas to Motivate Stakeholders: University of Maryland, College Park

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