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.
Multiple educators
Skills you'll gain: Unit Testing, Event-Driven Programming, Object Oriented Programming (OOP), Data Structures, File I/O, Debugging, Interactive Data Visualization, Java Programming, Computer Programming, Java, Cryptography, Software Engineering, Program Development, Software Visualization, Encryption, User Interface (UI), Algorithms, Problem Solving, Software Design, Data Analysis
Beginner · Specialization · 3 - 6 Months

University of Washington
Skills you'll gain: Software Installation, Programming Principles, Other Programming Languages, Functional Design, Computer Programming, Ruby (Programming Language), Theoretical Computer Science, Software Design, Computational Thinking
Intermediate · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Creative Thinking, Creativity, Architectural Design, Creative Problem-Solving, Brainstorming, Design Thinking, Storytelling, Teamwork, Curiosity, Design, Collaboration, Design Strategies, Creative Design, Critical Thinking and Problem Solving, Empathy, Cultural Responsiveness
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Problem Solving, Growth Mindedness, Emotional Intelligence, Adaptability, Social Skills, Brainstorming, Constructive Feedback, Active Listening, Critical Thinking, Resilience, Creative Thinking, Empathy, Professional Development, Lifelong Learning, Stress Management, Relationship Building, Organizational Change, Collaboration, Overcoming Obstacles, Growth Strategies
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Keras (Neural Network Library), Tensorflow, Large Language Modeling, Deep Learning, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Hugging Face, Transfer Learning, Embeddings, Text Mining
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Application Development, Object Oriented Design, Data Visualization Software, Visualization (Computer Graphics), Programming Principles, Computer Graphics, Computational Thinking, Graphing, Verification And Validation, Development Environment, Software Visualization, Graphic and Visual Design, Data Presentation, Software Design Patterns, Application Design, Data Validation, C and C++, Program Development
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Public Key Cryptography Standards (PKCS), Cryptography, Programming Principles, Computational Thinking, Design Strategies, Pseudocode, Computer Science, Program Development, Tree Maps, Encryption, Linear Algebra, Combinatorics, Mathematical Theory & Analysis, Data Science, Python Programming
Build toward a degree
Advanced · Specialization · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: Hospice, Infant Care, Mental Health Diseases and Disorders, Mental Health, Prenatal Care, Cognitive Behavioral Therapy, Critical Thinking
Build toward a degree
Beginner · Course · 3 - 6 Months

Copenhagen Business School
Skills you'll gain: Business Strategy, Business Planning, Case Studies, Strategic Decision-Making, Strategic Thinking, Plan Execution, Goal Setting, Resource Management, Organizational Strategy, Peer Review, Competitive Analysis, Strategic Leadership, Innovation, Organizational Structure, Strategic Planning, Market Analysis, Culture Transformation, Change Management, Business Strategies, Organizational Change
Beginner · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Probability, Bioinformatics, Interactive Design, Program Development, Big Data, Python Programming, Data Analysis, User Interface (UI), Machine Learning Algorithms, Theoretical Computer Science, Computer Programming
Beginner · Specialization · 3 - 6 Months

Stanford University
Skills you'll gain: Game Theory, Mathematical Modeling, Graph Theory, Bayesian Statistics, Behavioral Economics, Probability, Economics, Problem Solving, Algorithms, Probability Distribution
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Large Language Modeling, Amazon CloudWatch, AWS CloudFormation, Software Development Life Cycle, CI/CD, Amazon Web Services, Professional Networking, Amazon DynamoDB, Amazon S3, Extract, Transform, Load, Prompt Engineering, DevOps, Software Architecture, Cloud Computing Architecture, Cloud Management, Data Management, Problem Solving, Teamwork
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months