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.

Skills you'll gain: Strategic Prioritization, Competitive Analysis, Business Priorities, Strategic Planning, Strategic Thinking, Case Studies, Business Strategy, Spreadsheet Software, Strategic Decision-Making, Market Analysis, Internal Auditing, External Auditing, Market Opportunities, Entrepreneurship, Leadership and Management
Intermediate · Guided Project · Less Than 2 Hours
McMaster University
Skills you'll gain: Peer Review, Project Documentation, Finance, Stakeholder Engagement, Project Closure, Constructive Feedback, Financial Analysis, Financial Planning, Financial Acumen, Project Implementation, Stakeholder Analysis, Proposal Development, Action Oriented, Communication
Mixed · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Creativity, Professional Development, Teamwork, Team Building, Creative Thinking, Brainstorming, Collaboration, Innovation, Cognitive flexibility, Open Mindset, Influencing, Communication, Critical Thinking
Beginner · Course · 1 - 3 Months

The University of Chicago
Skills you'll gain: Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Regression Analysis, Random Forest Algorithm, Dimensionality Reduction, Statistical Methods, Tensorflow, Feature Engineering, Artificial Neural Networks, Pandas (Python Package)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Blockchain, Programming Principles, Integrated Development Environments, Computational Logic, Software Development Tools, Development Environment, Secure Coding, Business Logic, Program Development, Data Structures, Data Management, Development Testing, Debugging
Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Mechanics, Physics, Vibrations, Advanced Mathematics, Mathematical Modeling, Differential Equations, Calculus, Trigonometry, Applied Mathematics, Problem Solving
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Social Determinants Of Health, Scatter Plots, Environmental Science, Data Analysis, Health Education, Health Equity, Environmental Issue, Regression Analysis, Systems Thinking, Public Health, Sustainable Development, Health Informatics, Community Organizing, Forecasting, Climate Change Adaptation, Data Visualization
Beginner · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, AWS Identity and Access Management (IAM), Identity and Access Management, Generative AI, Computer Vision, LLM Application, Amazon Web Services, Applied Machine Learning, Natural Language Processing, Machine Learning, Reinforcement Learning, Data Ethics, Artificial Intelligence, Cloud Security, MLOps (Machine Learning Operations), Amazon S3, Deep Learning, Data Wrangling
Beginner · Specialization · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Computer Vision, Predictive Modeling, Health Informatics, Machine Learning, Unsupervised Learning, Feature Engineering, Medical Imaging, Python Programming, Dimensionality Reduction, Network Architecture
Advanced · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Social Studies, Political Sciences, Diversity Awareness, Social Justice, Culture, Social Sciences, Cultural Diversity, Public Policies, Governance
Beginner · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Deep Learning, Generative AI, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Network Architecture, Tensorflow, Computer Vision, Natural Language Processing, Machine Learning, Performance Tuning
Build toward a degree
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Matplotlib, Data Manipulation, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
Intermediate · Guided Project · Less Than 2 Hours