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: User Experience, User Experience Design, User Research, UI/UX Research, UI/UX Strategy, User Centered Design, Copywriting, Driving engagement, Content Creation, Web Content, Diversity and Inclusion, Storytelling, Writing, Design Thinking, Concision
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Vendor Management, Hospitality, Hospitality Management, Vendor Relationship Management, Performance Measurement, Business Process, Business Process Management, Global Marketing, Business Communication, Process Optimization, Creative Problem-Solving, Key Performance Indicators (KPIs), Law, Regulation, and Compliance, Strategic Thinking
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Environmental Science, Liberal Arts, Environment, Natural Resource Management, Anthropology, Teaching, Sustainable Development, World History, Research, Systems Thinking, Biology, Storytelling, Physics, Economics
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Experience Design, Design Thinking, Figma (Design Software), User Interface (UI) Design, User Flows, Prototyping, Web Design, Application Design, User Accounts
Intermediate · Guided Project · Less Than 2 Hours

Illinois Tech
Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Innovation, Team Building, Storytelling, Market Research, Team Management, Oral Expression, Entrepreneurial Finance, New Product Development, Business Strategies, Project Design, Team Leadership, Fundraising and Crowdsourcing, Financial Planning, Customer Engagement, Business Ethics, Competitive Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
Beginner · Course · 1 - 4 Weeks

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

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

Arizona State University
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creativity, Decision Making, Human Learning, Usability, Psychology, Human Centered Design, User Interface and User Experience (UI/UX) Design
Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Machine Learning Algorithms, Computational Thinking, Data Preprocessing, Data Cleansing, Data Visualization, Python Programming, Algorithms
Beginner · Course · 1 - 3 Months

Skills you'll gain: Professional Development, Technical Support, Lifelong Learning, Desktop Support, Willingness To Learn, Product Support, End User Training and Support, System Support, Help Desk Support, Active Listening, Time Management, Growth Mindedness, Open Mindset, Interpersonal Communications, Teamwork, Relationship Building, Problem Solving, Communication
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: ServiceNow, Problem Management, Incident Management, IT Service Management, Information Technology Infrastructure Library, Release Management, Service Management, Change Management, Information Technology Operations, Information Technology, Problem Solving, Root Cause Analysis, IT Management, Operational Efficiency, Automation, Workflow Management, Prioritization
Beginner · Course · 1 - 4 Weeks