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 Illinois Urbana-Champaign
Skills you'll gain: Design Thinking, Innovation, New Product Development, Product Development, Customer Insights, Service Design, Customer experience strategy (CX), Customer Analysis, User Feedback, Consumer Behaviour, Market Research, Business Strategies, Customer Relationship Management, Case Studies
Beginner · Course · 1 - 4 Weeks

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

American Psychological Association
Skills you'll gain: Learning Strategies, Human Learning, Mental Concentration, Productivity, Psychology, Time Management, Critical Thinking, Self-Awareness, Self-Discipline
Beginner · Course · 1 - 3 Months

Exploratorium
Skills you'll gain: Developing Training Materials, Collaboration, Creativity, Mechanics, Research, Creative Problem-Solving, Experimentation, Innovation, Mechanical Design, Aesthetics, Construction
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Random Forest Algorithm, Regression Analysis, Decision Tree Learning, Supervised Learning, Machine Learning, Feature Engineering, Predictive Modeling, Deep Learning, Classification Algorithms, Dimensionality Reduction, Artificial Neural Networks, Model Evaluation, Logistic Regression
Intermediate · Course · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Peer Review, Cinematography, Videography, Video Production, Storyboarding, Photo/Video Production and Technology, Editing, Design Elements And Principles, Storytelling, Creativity
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Innovation, Strategic Decision-Making, Competitive Analysis, Ideation, Entrepreneurship, Organizational Strategy, Business Strategy, Plan Execution, Strategic Thinking, Project Risk Management, Sustainable Business, Corporate Strategy, Risk Management, Value Propositions, New Product Development, Presentations, Business Management, Business Strategies, Entrepreneurial Finance, Business Risk Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
Intermediate · Specialization · 1 - 3 Months

Institute for the Future
Skills you'll gain: Organizational Leadership, Visionary, Crisis Management, Forecasting, Business Continuity Planning, Resilience, Risk Analysis, Adaptability, Systems Thinking, Social Impact, Strategic Thinking, Innovation, Change Management, Trend Analysis, Social Justice
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Exploratory Data Analysis, Ggplot2, Data Visualization Software, Tidyverse (R Package), Data Visualization, Version Control, Data Analysis, Statistical Methods, Data Wrangling, R Programming, GitHub, Data Transformation, Statistical Analysis, Git (Version Control System), Data Manipulation, Statistical Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Employee Performance Management, Accountability, Goal Setting, Performance Management, Professional Development, Constructive Feedback, Leadership, Productivity, Personal Development, Employee Engagement, Proactivity, Communication, Assertiveness
Beginner · Course · 1 - 3 Months

Fudan University
Skills you'll gain: Video Production, Cinematography, Storytelling, Personal Development, Creative Thinking, Aesthetics, Writing, Creativity, Self-Awareness, Editing
Mixed · Course · 1 - 3 Months