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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


  • D

    DeepLearning.AI

    DeepLearning.AI TensorFlow Developer

    Skills you'll gain: Tensorflow, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Computer Vision, Model Evaluation, Transfer Learning, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Model Training, Time Series Analysis and Forecasting, Deep Learning, Embeddings, Fine-tuning, Artificial Neural Networks, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Forecasting, Machine Learning

    4.7 stars, 25K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.7 (25K) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • S

    Stanford Online

    Game Theory

    Skills you'll gain: Game Theory, Mathematical Modeling, Bayesian Statistics, Behavioral Economics, Probability, Economics, Markov Model, Problem Solving, Algorithms, Correlation Analysis, Probability Distribution

    4.6 stars, 4.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (4.9K) · Beginner · Course · 1 - 3 Months

  • H

    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course)

    Skills you'll gain: Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Computer Science, Computer Systems, Microarchitecture, Computational Logic, System Programming, Computer Programming, System Design and Implementation, Technical Design, Software Design, Memory Management, Program Development, Data Storage

    4.9 stars, 3.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.9 (3.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U
    D

    Multiple educators

    Object Oriented Programming in Java

    Skills you'll gain: Unit Testing, Data Structures, Event-Driven Programming, File I/O, Interactive Data Visualization, Java, Java Programming, Object Oriented Design, Object Oriented Programming (OOP), User Interface (UI), Debugging, Software Testing, Computer Programming, Cryptography, Software Engineering, Bioinformatics, Algorithms, Data Analysis, Software Design, Problem Solving

    4.6 stars, 15K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    AI Literacy for Everyone

    Skills you'll gain: ChatGPT, Critical Thinking, AI literacy, Independent Thinking, Generative Model Architectures, Generative AI, Adaptability, Strategic Thinking, AI Enablement, Data Analysis, Organizational Leadership, Leadership Studies, AI powered creativity, Data Ethics, Large Language Modeling, AI Personalization, Model Training, Model Evaluation, AI Integrations, Prompt Engineering

    4.7 stars, 572 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (572) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability, Personal Development, Motivational Skills

    4.4 stars, 2.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • T

    The University of Edinburgh

    Code Yourself! An Introduction to Programming

    Skills you'll gain: Video Game Development, Game Design, Program Development, Software Engineering, Programming Principles, Animation and Game Design, Software Development, Event-Driven Programming, Computer Programming, Computer Programming Tools, Code Reusability, No-Code Development, Computational Thinking, Algorithms, Animations

    4.7 stars, 3.9K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (3.9K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Google

    Agile Project Management

    Skills you'll gain: Agile Project Management, Backlogs, Agile Software Development, Agile Methodology, User Story, Sprint Planning, Agile Product Development, Product Roadmaps, Sprint Retrospectives, Product Requirements, Coaching, Team Management, Team Oriented, Team Building, Organizational Change, Waterfall Methodology, Project Management Software, Prioritization, Problem Solving, Influencing

    4.8 stars, 15K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (15K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IE Business School

    Making Architecture

    Skills you'll gain: Creative Thinking, Creative Problem-Solving, Creativity, Brainstorming, Architectural Design, Storytelling, Design Thinking, Design Elements And Principles, Curiosity, Empathy, Design, Design Strategies, Teamwork, Critical Thinking and Problem Solving, Creative Design, Collaboration, Cultural Responsiveness

    4.8 stars, 1.5K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (1.5K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Creo Incubator

    Corporate Innovation & Intrapreneurship Programme

    Skills you'll gain: Data Storytelling, Proposal Writing, Storytelling, Business Modeling, Ideation, Design Thinking, Proposal Development, Innovation, Brand Strategy, Entrepreneurship, Change Management, Presentations, Influencing, Organizational Development, Business Transformation, Oral Expression, Sales Presentations, Concision, Leadership, Business Strategy

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Marketing Strategy: Consumer Insight to Positioning

    Skills you'll gain: Strategic Marketing, Marketing Strategies, Marketing Communications, Consumer Behaviour, Brand Strategy, Marketing Channel, Product Marketing, Digital Marketing, Advertising Campaigns, Value Propositions, Marketing Analytics, Brand Management, Market Analysis, Market Opportunities, Target Market, Market Research, Promotional Strategies, Digital Transformation, Market Dynamics, Digital Media Strategy

    4.7 stars, 19K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (19K) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • Y

    Yale University

    Everyday Parenting: The ABCs of Child Rearing

    Skills you'll gain: Applied Behavior Analysis, Behavior Management, Positive Behavior Support, Parent Communication, Behavioral Management, Mental Health, Working With Children, Habit Formation, Community Mental Health Services, Family Support, Mental and Behavioral Health, Child Development, Constructive Feedback, Problem Solving

    4.9 stars, 3.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (3.2K) · Beginner · Course · 1 - 4 Weeks

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

  • DeepLearning.AI TensorFlow Developer: DeepLearning.AI
  • Game Theory: Stanford Online
  • Build a Modern Computer from First Principles: From Nand to Tetris (Project-Centered Course): Hebrew University of Jerusalem
  • Object Oriented Programming in Java: University of California San Diego
  • AI Literacy for Everyone: University of Michigan
  • Creative Problem Solving: University of Minnesota
  • Code Yourself! An Introduction to Programming: The University of Edinburgh
  • Agile Project Management: Google
  • Making Architecture: IE Business School
  • Corporate Innovation & Intrapreneurship Programme: Creo Incubator

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