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: Image Analysis, Computer Vision, Deep Learning, Convolutional Neural Networks, Computer Graphics, Machine Learning Methods, Artificial Intelligence, Data Ethics, Microsoft Excel, Generative AI, Linear Algebra, Feature Engineering, Digital Signal Processing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

The State University of New York
Skills you'll gain: digital literacy, Information Management, Research, Literacy, Critical Thinking, Investigation, Intellectual Property, Planning, Communication, Style Guides
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Timelines, Brainstorming, Ideation, Product Design, Project Design, Design Thinking, Persona Development, Workflow Management, Teamwork, Collaborative Software, Collaboration, Innovation, Creativity
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Mammography, Artificial Intelligence, Medical Imaging, Image Analysis, Oncology, Diagnostic Radiology, Bayesian Network, Artificial Neural Networks, Radiography, Machine Learning, Model Evaluation, Epidemiology, Deep Learning
Intermediate · Course · 1 - 4 Weeks
University of Toronto
Skills you'll gain: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Javascript, Scripting, Event-Driven Programming, Computational Logic, Maintainability, Object Oriented Programming (OOP), Programming Principles, Debugging, Web Development
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Clinical Documentation, LLM Application, Healthcare Ethics, Health Informatics, Treatment Planning, Diagnostic Radiology, Medical Imaging, Natural Language Processing
Beginner · Course · 1 - 3 Months

The University of North Carolina at Chapel Hill
Skills you'll gain: Ideation, Innovation, User Feedback, Business Strategy, Creative Thinking, Product Development, Entrepreneurship, Competitive Analysis, Resource Management, Presentations, Customer Insights
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Financial Acumen, Financial Analysis, Operational Efficiency, Business Acumen, Business, Finance, Business Strategies, Business Metrics, Financial Management, Business Strategy, Strategic Decision-Making, Performance Analysis
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Tensorflow, Autoencoders, Generative Model Architectures, Deep Learning, Applied Machine Learning, Image Analysis, Bayesian Statistics, Probability Distribution, Unsupervised Learning, Sampling (Statistics)
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Health Informatics, Executive Presence, Strategic Communication, Health Technology, Healthcare Ethics, Strategic Planning, Health Care Administration, Health Policy, Leadership, Business Planning, Patient Safety, Innovation, Healthcare Project Management, Telehealth, Organizational Strategy, Design Thinking, Advocacy, Communication, Continuous Quality Improvement (CQI), Safety Standards
Beginner · Specialization · 1 - 3 Months

Institut Mines-Télécom
Skills you'll gain: Digital Transformation, Business Transformation, Entrepreneurship, Emerging Technologies, Innovation, Knowledge Transfer, Business Strategies, Business Modeling, Strategic Decision-Making, Network Model, Product Planning
Mixed · Course · 1 - 4 Weeks