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 Pennsylvania
Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Process Improvement, Operational Efficiency, Inventory Control, Inventory Management System, Operations Management, Supply Chain Management, Procurement, Capacity Planning, Supply Chain Planning, Demand Planning, Transportation, Supply Chain, and Logistics, Vendor Management, Change Management, Supplier Management, Information Technology, Forecasting, Problem Solving
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Unity Engine, User Interface (UI), Visualization (Computer Graphics), User Interface and User Experience (UI/UX) Design, Computer Graphics, Color Theory, Computer Graphic Techniques, Virtual Environment, Geospatial Mapping, C# (Programming Language), Data Structures, Computational Logic
Mixed · Course · 1 - 3 Months

Skills you'll gain: Convolutional Neural Networks, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization
Beginner · Project · Less Than 2 Hours

University of Oxford
Skills you'll gain: Social Impact, Design Thinking, Organizational Leadership, Innovation, Strategic Planning, Community Development, Sustainable Development, Human Centered Design, Research and Design, Project Design, Business Planning, Growth Strategies, Risk Management, Marketing Strategies, Stakeholder Engagement, Qualitative Research
Mixed · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Systems Thinking, Health Systems, Health Policy, Public Health, Systems Analysis, Predictive Modeling, Social Determinants Of Health
Intermediate · Course · 1 - 3 Months

Advancing Women in Tech
Skills you'll gain: Analytical Skills, Emotional Intelligence, Simulations
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Photography, Landscape Architecture, Geographic Information Systems, Global Positioning Systems, Planning, Research, Timelines, Creative Thinking, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Education Software and Technology, Simulations, Pedagogy, Digital pedagogy, Design Reviews, Lesson Planning, Simulation and Simulation Software, Survey Creation, Interactive Design, Web Content Accessibility Guidelines, Science and Research, Design Thinking, Conceptual Design, User Feedback, Chemistry, Research, Experimentation, Physics, Biology
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cryptography, Encryption, Brute-force attacks, Python Programming, Programming Principles, Computational Logic, Algorithms, Data Structures, File I/O
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Branding, Advertising, Consumer Behaviour, Brand Management, Brand Strategy, Integrated Marketing Communications, Advertising Campaigns, Marketing Communications, Brand Awareness, Marketing, Promotional Strategies, Media Planning, Digital Advertising, Media Strategy, Design Thinking
Beginner · Course · 1 - 4 Weeks