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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


  • T

    The University of Tokyo

    FoundX Startup School Course

    Skills you'll gain: Strategic Thinking, Entrepreneurship, Design Thinking, Product Development, Market Opportunities, Innovation, Ideation, Customer Insights, User Research, Fundraising, Entrepreneurial Finance, User Feedback, Presentations, Business Planning, Interviewing Skills, Product Management, Team Building, Growth Strategies, Needs Assessment, Constructive Feedback

    ★ 4.6 (9) · Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Program Finance and Investment

    Skills you'll gain: Earned Value Management, Project Schedules, Scheduling, Procurement, Cost Management, Return On Investment, Spreadsheet Software, Microsoft Excel, Capital Budgeting, Financial Analysis, Project Performance, Cost Benefit Analysis, Project Estimation, Microsoft 365, Excel Formulas, Project Finance, Feasibility Studies, Investment Management, Variance Analysis, Problem Solving

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

  • L

    Lund University

    Cities, Climate and Change: Pathways and Opportunities

    Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Sustainable Development, Climate Change Adaptation, Social Justice, Drive Engagement, Community Development, Social Impact, Mitigation, Systems Thinking, Stakeholder Engagement, Research and Design, Visionary, Data-Driven Decision-Making, Finance, Innovation, Strategic Partnership, Governance, Collaboration

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

  • C

    Coursera

    Perform exploratory data analysis on retail data with Python

    Skills you'll gain: Data-Driven Decision-Making, Data Processing, Data Visualization, Business Analytics, Data Analysis, Strategic Decision-Making, Data Cleansing, Statistical Analysis, Data Preprocessing, Data Wrangling, Exploratory Data Analysis, Statistical Visualization, Descriptive Statistics, Plot (Graphics), Matplotlib, Data Manipulation, Statistical Methods, Customer Analysis, Analytical Skills, Python Programming

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

  • L

    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Model Optimization, Keras (Neural Network Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Decision Tree Learning, Machine Learning Methods, Applied Machine Learning, Predictive Modeling, Fine-tuning, Scikit Learn (Machine Learning Library), Regression Analysis, Classification Algorithms, Python Programming

    ★ 3.2 (18) · Intermediate · Course · 1 - 4 Weeks

  • A

    Adobe

    Generative AI for Creative Workflows

    Skills you'll gain: Visual Storytelling, Adobe Firefly, Adobe Express, Adobe Acrobat, Presentations, Generative AI, Content Creation, Creative Thinking, Adobe Photoshop, Creativity, Prompt Engineering, Adobe Illustrator, Storytelling, Visual Design, Graphic Design, Design, Branding, Artificial Intelligence, Communication, Digital Marketing

    ★ 4.9 (11) · Beginner · Specialization · 1 - 3 Months

  • S

    Starweaver

    How to Build an Enterprise AI Strategy

    Skills you'll gain: Responsible AI, Organizational Change, AI Enablement, Operational Efficiency, Technology Roadmaps, Change Management, Decision Intelligence, Innovation, Digital Transformation, Artificial Intelligence, Technology Strategies, Data Ethics, Strategic Leadership, Business Leadership, Organizational Strategy, Business Transformation, AI Integrations, Business Strategy, Strategic Thinking, Leadership

    ★ 3.4 (12) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Subsistence Marketplaces

    Skills you'll gain: Business Planning, Solution Design, Consumer Behaviour, Sustainable Development, Enterprise Modeling, Entrepreneurship, Sustainable Business, Market Dynamics, Market Opportunities, Needs Assessment, Design Thinking, Ideation, Product Development, Environmental Issue, Sustainability Reporting, Business Development, Cultural Sensitivity, Empathy & Emotional Intelligence

    ★ 4.4 (25) · Beginner · Course · 1 - 3 Months

  • U

    University of Virginia

    Effectuation: Lessons From Expert Entrepreneurs

    Skills you'll gain: Ideation, Resource Management, Resourcefulness, Entrepreneurship, Dealing With Ambiguity, Creative Problem-Solving, Open Mindset, Overcoming Obstacles, Growth Mindedness, Resource Utilization, Stakeholder Management, Innovation, Problem Solving, Stakeholder Engagement, Tenacity, Proactivity, Adaptability, Action Oriented, New Business Development, Persuasive Communication

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

  • P

    Pontificia Universidad Católica de Chile

    Electrónica Digital Bit a Bit: Diseñando en Verilog para FPGA

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Electronics Engineering, Computer Architecture, Electronic Hardware, Electrical and Computer Engineering, Systems Design, Electronics, Electrical Engineering, Computer Engineering, Computational Logic, Electronic Components, Diagram Design, Computer-Aided Design, Hazard Analysis, Code Reusability

    ★ 4.1 (10) · Mixed · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Cloud Computing, Unstructured Data, Analytics, Business Analytics, Data Science, Data Analysis, Trend Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning

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

  • C

    Clemson University

    Human-Centered Artificial Intelligence

    Skills you'll gain: Responsible AI, Machine Learning Methods, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Machine Interfaces, Human Centered Design, Human Computer Interaction, Generative AI, Machine Learning, Model Evaluation, Ethical Standards And Conduct

    ★ 3.8 (20) · Intermediate · Course · 1 - 3 Months

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

  • FoundX Startup School Course: The University of Tokyo
  • Program Finance and Investment: Microsoft
  • Cities, Climate and Change: Pathways and Opportunities: Lund University
  • Perform exploratory data analysis on retail data with Python: Coursera
  • Neural Networks and Random Forests: LearnQuest
  • Generative AI for Creative Workflows: Adobe
  • How to Build an Enterprise AI Strategy: Starweaver
  • Subsistence Marketplaces: University of Illinois Urbana-Champaign
  • Effectuation: Lessons From Expert Entrepreneurs: University of Virginia
  • Electrónica Digital Bit a Bit: Diseñando en Verilog para FPGA: Pontificia Universidad Católica de Chile

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