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 Glasgow
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Digital Signal Processing, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications
Intermediate · Guided Project · Less Than 2 Hours

University of Pennsylvania
Beginner · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, NumPy, Embeddings, Data Visualization, Natural Language Processing, Semantic Web, Data Manipulation, Linear Algebra, Seaborn, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Text Mining, Data Science, Data Processing, Applied Machine Learning, Unstructured Data, Markov Model, Data Preprocessing
Beginner · Specialization · 3 - 6 Months

University of North Texas
Skills you'll gain: Consumer Behaviour, Strategic Marketing, Marketing Strategies, Marketing, Marketing Management, Market Research, Market Analysis, Market Opportunities, Global Marketing, Business Marketing, Business, Target Market, Competitive Analysis, Decision Making
Beginner · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Technical Communication, Deep Learning, Technical Writing, Computer Programming, Machine Learning Methods, Model Deployment, Autoencoders, Convolutional Neural Networks, Applied Machine Learning, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Python Programming, Science and Research, Health Informatics, Unsupervised Learning, Embeddings
Advanced · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Writing and Editing, Editing, Prompt Engineering, AI Enablement, Proofreading, Responsible AI, Content Creation, Business Writing, Diversity and Inclusion, Analysis, Target Audience, Communication, Communication Strategies, Business Research
Beginner · Course · 1 - 4 Weeks

Indian Institute for Human Settlements
Skills you'll gain: Social Justice, Child Development, Community Development, Working With Children, Education and Training, Socioeconomics, Higher Education, Pedagogy, Sustainable Development, Cultural Diversity, Social Impact, Teaching, Curriculum Development, Policy Analysis, Diversity Equity and Inclusion Initiatives, Qualitative Research, Critical Thinking
Intermediate · Course · 1 - 3 Months

Skills you'll gain: LLM Application, Large Language Modeling, AI Enablement, Forecasting, Artificial Intelligence, Business Analysis, Technology Roadmaps, Business Metrics, Innovation, Operational Efficiency, Customer experience improvement
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning
Mixed · Course · 1 - 4 Weeks

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

Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Computer Programming, Programming Principles, Debugging, Software Design Patterns, Functional Design, Computational Thinking, Algorithms, Data Structures
Mixed · Course · 1 - 3 Months