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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

    Dartmouth College

    Question Reality! Science, philosophy, a search for meaning

    Skills you'll gain: Computational Logic, Scientific Methods, Theoretical Computer Science, Logical Reasoning, Science and Research, Physics, Experimentation, Laboratory Experience, Physical Science, Deductive Reasoning, Artificial Intelligence, Computational Thinking, Mathematics and Mathematical Modeling, Simulations, Computer Science, AI literacy, Psychology, Liberal Arts, General Science and Research, Ancient History

    4.7 stars, 42 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (42) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Gen AI for Software Development: Code Generation for Python

    Skills you'll gain: Prompt Engineering, Vibe coding, Generative AI, Google Gemini, Development Environment, Computational Thinking, Program Development, Software Development, Python Programming

    4.1 stars, 11 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.1 (11) · Beginner · Guided Project · Less Than 2 Hours

  • S

    SkillUp

    Generative AI: The Future of UX UI Design

    Skills you'll gain: UI/UX Research, Responsible AI, Persona (User Experience), Experience Design, Miro AI, Design Software, Human Centered Design, AI Workflows, AI Integrations, Ideation, Brainstorming

    4.4 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python Mastery: Core Concepts, Data Structures & OOP

    Skills you'll gain: File I/O, Code Reusability, Python Programming, Programming Principles, Data Dictionary, File Systems, Computational Logic, Command-Line Interface, Data Cleansing, Data Structures, Package and Software Management, File Management, Scripting, Data Manipulation, Logical Reasoning, Development Environment, Simulations

    4.8 stars, 59 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (59) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Python Programming for Quantum Computing

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Data Manipulation, Programming Principles, Quantum computing, Computer Programming, Software Installation, Computational Logic, Development Environment, Package and Software Management, Jupyter, System Configuration

    4.4 stars, 19 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U
    S

    Multiple educators

    Transformative Leadership in the Circular Economy

    Skills you'll gain: Leadership Studies, Sustainable Systems, Sustainable Business, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Systems Thinking, Brand Marketing, Change Management, Strategic Leadership, Professional Development, Waste Minimization, Packaging and Labeling, Environment and Resource Management, Business Leadership, Regulatory Compliance, Engineering Management, Market Opportunities, Key Performance Indicators (KPIs), Emerging Technologies, Digital Marketing

    4.7 stars, 24 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (24) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

    4.6 stars, 81 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (81) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    STARWEAVER

    Executive AI Leadership Mastery

    Skills you'll gain: Responsible AI, Organizational Change, AI Enablement, Operational Efficiency, Stakeholder Engagement, Technology Roadmaps, Decision Intelligence, Innovation, Google Gemini, Anthropic Claude, Change Management, Business Transformation, Leadership, Content Strategy, Corporate Communications, Digital Media Strategy, Non-Verbal Communication, Verbal Communication Skills, Communication Strategies, Communication

    3.9 stars, 34 reviews, Intermediate, Specialization, 1 - 4 Weeks

    ★ 3.9 (34) · Intermediate · Specialization · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Fine Tune BERT for Text Classification with TensorFlow

    Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines

    4.6 stars, 212 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • M

    Microsoft

    AI and Machine Learning Algorithms and Techniques

    Skills you'll gain: Unsupervised Learning, Generative AI, Large Language Modeling, Supervised Learning, Deep Learning, Generative Model Architectures, LLM Application, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Reinforcement Learning, Statistical Machine Learning, Machine Learning Algorithms, Model Training, Artificial Neural Networks, Feature Engineering, Unstructured Data, Model Evaluation, Dimensionality Reduction, Model Optimization

    4.7 stars, 71 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (71) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    4.6 stars, 441 reviews, Intermediate, Guided Project, Less Than 2 Hours

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

  • A

    Alfaisal University | KLD

    نماذج الابتكار | Innovation Models

    Skills you'll gain: Design Thinking, Innovation, Human Centered Design, Business Solutions, Enterprise Modeling, Solution Design, Process Development, Process Management, Organizational Development, Business Strategies, Complex Problem Solving

    4.8 stars, 170 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (170) · Beginner · Course · 1 - 4 Weeks

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

  • Question Reality! Science, philosophy, a search for meaning: Dartmouth College
  • Gen AI for Software Development: Code Generation for Python: Coursera
  • Generative AI: The Future of UX UI Design: SkillUp
  • Python Mastery: Core Concepts, Data Structures & OOP: EDUCBA
  • Python Programming for Quantum Computing: Packt
  • Transformative Leadership in the Circular Economy: University of Colorado Boulder
  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Executive AI Leadership Mastery: STARWEAVER
  • Fine Tune BERT for Text Classification with TensorFlow: Coursera
  • AI and Machine Learning Algorithms and Techniques: Microsoft

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