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.

Berklee
Skills you'll gain: Music Theory, Music, Musical Composition, Instrumental Music, Music Performance, Peer Review, Media Production, Planning, Post-Production, Creativity, Writing and Editing, Digital Signal Processing, Writing, Timelines, Automation, Collaboration, Editing, Problem Solving, File Management
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
Advanced · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Negotiation, Strategic Decision-Making, Cultural Diversity, Strategic Thinking, Communication Strategies, Conflict Management, Complex Problem Solving, Plan Execution
Intermediate · Course · 1 - 4 Weeks
McMaster University
Skills you'll gain: Peer Review, Project Documentation, Finance, Stakeholder Engagement, Portfolio Management, Constructive Feedback, Financial Analysis, Financial Planning, Project Implementation, Presentations, Action Oriented
Mixed · Course · 1 - 3 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
Beginner · Guided Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Generative AI, AI Enablement, Strategic Thinking, Business Transformation, Prompt Engineering, Automation, Case Studies, Technology Strategies, Innovation, Digital Transformation, Large Language Modeling, Business Process Management, Customer Service
Beginner · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Design Thinking, Team Leadership, Team Building, Market Opportunities, Entrepreneurship, Solution Design, Financial Management, Marketing Strategies, Innovation, Marketing, Business Development, Business Planning, Business Modeling, Value Propositions, New Product Development, Professional Networking
Beginner · Course · 1 - 3 Months

Skills you'll gain: Graph Theory, Javascript, Program Development, Programming Principles, Software Design Patterns, Computational Thinking, Debugging, Development Environment, Computer Science, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Data Processing, Data Manipulation, Data Visualization, Web Scraping, Data Visualization Software, Pandas (Python Package), Data Analysis, Data Preprocessing, Data Cleansing, Matplotlib, Data Import/Export, NumPy, Jupyter, JSON, Python Programming
Intermediate · Course · 1 - 3 Months

Universidad Austral
Skills you'll gain: Curriculum Planning, Art History, Teaching, Instructional and Curriculum Design, Pedagogy, Aesthetics, Mathematics Education, Liberal Arts, Creativity, Creative Thinking, Research, Collaboration, Science and Research
Beginner · Course · 1 - 3 Months

Yonsei University
Skills you'll gain: Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Technology Strategies, Business Strategy, Natural Language Processing, Artificial Intelligence, Machine Learning, Reinforcement Learning, Unsupervised Learning
Beginner · Course · 1 - 3 Months