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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


  • U

    University of Colorado Boulder

    Introduction to Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Artificial Neural Networks, Markov Model, Algorithms, Artificial Intelligence, Statistical Inference, Statistical Modeling, Network Model, Forecasting, Computational Logic, Dependency Analysis, Statistical Methods, Probability Distribution, Mathematical Modeling, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Sampling (Statistics), Model Optimization, Solution Design

    3.8 stars, 11 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.8 (11) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Large Language Modeling, Data Ethics, Decision Tree Learning, Regression Analysis, Generative AI, Artificial Intelligence, AI literacy, Decision Intelligence, Applied Machine Learning, Generative Model Architectures, Statistical Modeling, Python Programming, Machine Learning, Model Evaluation, Embeddings, Image Analysis, Machine Learning Methods, Scientific Visualization, Deep Learning

    4.6 stars, 95 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (95) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Decision-Making for Everyone

    Skills you'll gain: Decision Making, Creative Thinking, Problem Solving, Creative Problem-Solving, Decisiveness, Complex Problem Solving, Critical Thinking and Problem Solving, Resourcefulness, Creativity, Curiosity, Strategic Thinking, Root Cause Analysis, Independent Thinking, Ethical Standards And Conduct, Risk Analysis, Innovation, Social Impact, Risk Management, Analysis, Data Collection

    4.7 stars, 153 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: AI in Production

    Skills you'll gain: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, AI Integrations, Model Evaluation, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming

    4.5 stars, 62 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.5 (62) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Introduction to Academic Research

    Skills you'll gain: Intellectual Property, Research, Trustworthiness, Rapport Building, Research Methodologies, Personal Development, General Science and Research, Research Design, Research and Design, Honesty, Curiosity, Science and Research, Personal Integrity, Professional Development, Communication Strategies, Peer Review, Problem Solving, Psychosocial Assessments, Persistence, Ethical Standards And Conduct

    4.8 stars, 16 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • C

    CVS Health

    Call Center Customer Service

    Skills you'll gain: Call Center Experience, Growth Mindedness, De-escalation Techniques, Data Entry, Greeting Customers, Collaboration, Teamwork, Telephone Skills, Inbound Calls, Time Management, Customer Complaint Resolution, Customer Service, Customer Data Management, Personal Development, Record Keeping, Performance Metric, Customer experience improvement, Verbal Communication Skills, Problem Solving, Communication

    4.6 stars, 102 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • 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
  • U

    University of California, Irvine

    Fundamentos del Emprendimiento: Pensamiento y Acción

    Skills you'll gain: Entrepreneurship, Feasibility Studies, Business Planning, Strategic Thinking, New Business Development, Business Strategies, Business Strategy, Innovation, Business Solutions, Ideation, Timelines, Analysis

    4.6 stars, 778 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (778) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Become a Sustainable Business Change Agent

    Skills you'll gain: Sustainability Reporting, Sustainable Business, Corporate Sustainability, Organizational Change, Sustainable Development, Business Reporting, Supply Chain, Sustainable Design, Proposal Development, Stakeholder Analysis, Environmental Social And Corporate Governance (ESG), Sustainable Systems, Supply Chain Management, Sustainability Standards, Annual Reports, Performance Reporting, Leadership and Management, Performance Improvement, Stakeholder Engagement, Sales Presentations

    4.7 stars, 373 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (373) · Intermediate · Specialization · 3 - 6 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

  • S

    Scrimba

    JavaScript Interview Prep: Real Coding Questions & Solutions

    Skills you'll gain: Pseudocode, Computational Thinking, Debugging, Algorithms, Programming Principles, Web Development Tools, Computational Logic, Front-End Web Development, Solution Design, Javascript, Computer Programming, Data Structures, Web Development, Technical Communication

    4.6 stars, 36 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Python Basics: Automation and Bots

    Skills you'll gain: Programming Principles, Python Programming, Data Cleansing, Automation, Maintainability, Computational Thinking, Computer Programming, Computational Logic, Application Programming Interface (API)

    4.5 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (11) · Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to Artificial Intelligence: University of Colorado Boulder
  • Explainable AI (XAI): Duke University
  • Decision-Making for Everyone: Arizona State University
  • AI Workflow: AI in Production: IBM
  • Introduction to Academic Research: University of California, Davis
  • Call Center Customer Service: CVS Health
  • Executive AI Leadership Mastery: STARWEAVER
  • Fundamentos del Emprendimiento: Pensamiento y Acción: University of California, Irvine
  • Become a Sustainable Business Change Agent: University of Colorado System
  • Linear Regression with Python: Coursera

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