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.

University of Colorado Boulder
Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Empathy, Social Skills, Relationship Building, Creativity, Oral Expression, Emotional Intelligence, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Leadership, Writing and Editing, Public Speaking, Social Justice, Cultural Diversity, Personal Development, Social Sciences, Communication
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Communication, Critical Thinking, Problem Solving, Interpersonal Communications, Computer Programming, Computer Science, Programming Principles, Planning, Algorithms, Data Structures, Stress Management, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Embeddings, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Convolutional Neural Networks, Computer Vision
Advanced · Guided Project · Less Than 2 Hours

Skills you'll gain: Diagram Design, Brainstorming, User Accounts, Business Process Modeling, Strategic Thinking, Team Building
Beginner · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Strategic Decision-Making, Dealing With Ambiguity, Performance Analysis, Performance Measurement, Customer Analysis, Adaptability, Decision Making, Strategic Prioritization, Dashboard, Strategic Thinking, Data-Driven Decision-Making, Market Opportunities, Business Metrics, Business Analytics, Business Intelligence, Data Science, Data Analysis, Operational Efficiency, Risk Management, Change Management
Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Design Thinking, User Experience Design, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Usability, Persona (User Experience), User Acceptance Testing (UAT), Mockups, Storyboarding
Beginner · Guided Project · Less Than 2 Hours

The University of Sydney
Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Cognitive flexibility, Analytical Skills, Critical Thinking, Ethical Standards And Conduct, Research, Communication
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Predictive Modeling, Natural Language Processing, Social Media, Text Mining, Cloud Computing, Unstructured Data, Big Data, Business Analytics, Data Science, Data Analysis, Geospatial Information and Technology, Internet Of Things, Deep Learning
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Financial Acumen, Capital Budgeting, Financial Analysis, Financial Forecasting, Cash Flows, Cost Benefit Analysis, Return On Investment, Investments, Risk Analysis
Beginner · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Generative AI, Convolutional Neural Networks, Transfer Learning, Image Analysis, Artificial Neural Networks, Keras (Neural Network Library), Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Network Architecture, Computer Vision, Natural Language Processing, Model Deployment, Model Evaluation
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming
Intermediate · Guided Project · Less Than 2 Hours
University of Rochester
Skills you'll gain: Market Dynamics, Supply And Demand, Economics, Policty Analysis, Research, and Development, Price Negotiation, Public Policies, Market Analysis, Competitive Analysis, Consumer Behaviour, Strategic Thinking
Intermediate · Course · 1 - 4 Weeks