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.

Michigan State University
Skills you'll gain: Game Design, Peer Review, Storytelling, Video Game Development, Writing and Editing, Writing, Content Creation, Creative Thinking, Brainstorming, Constructive Feedback, Visual Storytelling
Beginner · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Platforms, Deep Learning, Hardware Architecture, Cloud Services, Information Technology, Internet Of Things, Computer Hardware, Cloud Computing, Embedded Systems, Data Centers, Application Development
Beginner · Course · 1 - 4 Weeks

IESE Business School
Skills you'll gain: Case Studies, Financial Analysis, Strategic Marketing, People Management, Strategic Decision-Making, Marketing Management, Corporate Strategy, Decision Making, Financial Statement Analysis, Business Analysis, Staff Management, Partnership Accounting, Strategic Thinking, Consumer Behaviour, Complex Problem Solving, Brand Management, Branding, Working Capital
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Transfer Learning, Fine-tuning, Tensorflow, Natural Language Processing, Keras (Neural Network Library), Embeddings, Model Training, Deep Learning, Classification Algorithms, Model Evaluation, Machine Learning, Software Visualization
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Sustainable Development, Systems Thinking, Sustainable Systems, Corporate Strategy, Sustainability Standards, Sustainability Reporting, Climate Change Mitigation, Business Ethics, Compliance Management, Operational Risk, Business Risk Management, Environmental Issue, Climate Change Programs, Environment and Resource Management, Supply Chain Management, Stakeholder Engagement, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Vocabulary, Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Critical Thinking, Deductive Reasoning, Arithmetic, Problem Solving, Data Literacy, Grammar, Language Competency, English Language, Data Analysis, Literacy, Complex Problem Solving, Learning Strategies, Trend Analysis, Data Synthesis, Applied Mathematics, Algebra
Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Strategic Thinking, Strategic Leadership, Visionary, Organizational Strategy, Organizational Leadership, Strategic Decision-Making, Business Leadership, Leadership, Innovation, Business Transformation, Complex Problem Solving, Organizational Development, Organizational Change, Team Motivation, Case Studies
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Crisis Management, Strategic Leadership, Strategic Planning, Leadership Studies, Workplace inclusivity, Leadership Development, Leadership, Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Team Building, Team Leadership, Organizational Change, Business Strategies, Diversity and Inclusion, Planning, Strategic Decision-Making, Initiative and Leadership, Organizational Leadership, Change Management
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Pedagogy, Research, Technical Writing, Media and Communications, Science and Research, Persuasive Communication, Interviewing Skills, Photography, Psychology, Content Creation, Digital Communications, Music
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Model Evaluation, Large Language Modeling, Data Preprocessing, Model Training, Fine-tuning, Data Cleansing, PyTorch (Machine Learning Library), Transfer Learning, Deep Learning, Natural Language Processing, Exploratory Data Analysis, Test Data, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

American Psychological Association
Skills you'll gain: Decision Making, Positivity, Optimism, Economics, Policy, and Social Studies, Public Policies, Compassion, Sociology, Culture, Psychology, Cultural Diversity, Decision Intelligence, Policy Analysis, Mental Health, Resilience, Critical Thinking, Human Development, Personal Development, Child Development, Social Sciences, Empathy
Beginner · Specialization · 3 - 6 Months