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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


  • C

    Coursera

    Deep Learning with PyTorch : Object Localization

    Skills you'll gain: PyTorch (Machine Learning Library), Model Training, Fine-tuning, Image Analysis, Convolutional Neural Networks, Computer Vision, Transfer Learning, Model Evaluation, Deep Learning, Data Preprocessing

    ★ 4.6 (49) · Intermediate · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Curiosity: A Necessary Ingredient for Successful Innovation

    Skills you'll gain: Curiosity, Design Thinking, Persona Development, Innovation, Customer Analysis, Target Audience, Creative Problem-Solving, Customer Insights, Market Research, Entrepreneurship, User Feedback, Customer Engagement, Problem Solving, Communication, Interviewing Skills

    ★ 4.8 (12) · Beginner · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    ★ 4.8 (15) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Creating a Technology Startup Company

    Skills you'll gain: Product Planning, Target Market, Persona Development, Operational Performance Management, Target Audience, Market Opportunities, Systems Thinking, Business Modeling, Product Lifecycle Management, Customer Analysis, Operational Analysis, Entrepreneurship, Leadership and Management, Business Planning, Engineering Management, Market Analysis, People Management, New Product Development, Governance, Engineering

    ★ 4.7 (15) · Beginner · Course · 1 - 3 Months

  • U

    University of Science and Technology of China

    快速学习

    Skills you'll gain: Adult Education, Quick Learning, Lifelong Learning, Learning Strategies, Willingness To Learn, Brainstorming, Productivity, Problem Solving, Information Management, Record Keeping

    ★ 4.3 (74) · Mixed · Course · 1 - 3 Months

  • S

    Starweaver

    Gen AI For Sustainability

    Skills you'll gain: Responsible AI, Sustainable Development, Social Impact, Data Ethics, Sustainable Business, Generative AI, Sustainable Systems, Corporate Sustainability, AI literacy, Diversity Equity and Inclusion Initiatives, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Business Ethics, Climate Change Mitigation, Environmental Issue, Problem Solving, Content Strategy

    ★ 4.8 (10) · Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Design Strategy, Future Trends & Implementation with AI

    Skills you'll gain: Digital Transformation, New Product Development, Innovation, Design Thinking, Customer experience improvement, Web Content Accessibility Guidelines, Product Strategy, User Experience, Product Development, Customer experience strategy (CX), Journey Mapping, Customer Engagement, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Proyecto final: Evaluación del y para el aprendizaje

    Skills you'll gain: Peer Review, Program Evaluation, Quality Assessment, Educational Materials, Systems Analysis, Qualitative Research, Survey Creation, Systems Thinking, Portfolio Management, Test Tools, Test Planning

    ★ 4.9 (60) · Intermediate · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Cognitive Psychology

    Skills you'll gain: Psychology, Research Methodologies, Scientific Methods, Critical Thinking and Problem Solving, Decision Making, Research Design, Research, Human Learning, Deductive Reasoning, Sensory Systems Analysis, Problem Solving, Mental Concentration, Learning Strategies, Multitasking, Emotional Intelligence, Experimentation

    Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    Intro to TensorFlow en Español

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

    ★ 4.5 (137) · Intermediate · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    3D Printing Capstone

    Skills you'll gain: 3D Modeling, Human Centered Design, Product Design, Design Thinking, Project Design, Innovation, Manufacturing Processes, Computer-Aided Design, Product Development, Brainstorming, Manufacturing and Production, Conceptual Design, Production Process, Social Impact, Materials science

    ★ 4.4 (35) · Beginner · Course · 1 - 4 Weeks

  • D

    Duke University

    Balance Sheet and Business Cases

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Balance Sheet, Financial Acumen, Income Statement, Financial Analysis, Profit and Loss (P&L) Management, Financial Accounting, Business Modeling, Operational Analysis, Gross Profit, Operational Efficiency, Operating Expense, Corporate Finance, Expense Management

    ★ 4.9 (39) · Beginner · Course · 1 - 4 Weeks

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

  • Deep Learning with PyTorch : Object Localization: Coursera
  • Curiosity: A Necessary Ingredient for Successful Innovation: Arizona State University
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Creating a Technology Startup Company: University of Colorado Boulder
  • 快速学习: University of Science and Technology of China
  • Gen AI For Sustainability: Starweaver
  • Design Strategy, Future Trends & Implementation with AI: AI CERTs
  • Proyecto final: Evaluación del y para el aprendizaje: Universidad Nacional Autónoma de México
  • Cognitive Psychology: O.P. Jindal Global University
  • Intro to TensorFlow en Español: Google Cloud

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