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: Culture Transformation, Process Improvement, Quality Improvement, Systems Thinking, Analysis, Employee Engagement, Data-Driven Decision-Making
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Dimensionality Reduction, Markov Model, Transfer Learning, Embeddings, Recurrent Neural Networks (RNNs), Large Language Modeling, Supervised Learning, Text Mining, Machine Learning Methods, Generative AI, Artificial Neural Networks, Statistical Machine Learning, Keras (Neural Network Library), Logistic Regression, Applied Machine Learning, Deep Learning, Data Preprocessing, Artificial Intelligence, PyTorch (Machine Learning Library)
Intermediate · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Tensorflow, Convolutional Neural Networks, Computer Vision, Image Analysis, Deep Learning, Scalability, Artificial Intelligence, Artificial Neural Networks, Machine Learning, Data Processing
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: File I/O, Data Structures, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming, Computational Thinking, Development Environment, Integrated Development Environments, Jupyter
Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Software Installation, Programming Principles, Other Programming Languages, Functional Design, Computer Programming, Ruby (Programming Language), Theoretical Computer Science, Software Design, Computational Thinking
Intermediate · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Problem Solving, Critical Thinking and Problem Solving, Creative Problem-Solving, Brainstorming, Creative Thinking, Complex Problem Solving, Team Building, Teamwork, Team Leadership, Solution Selling, Resourcefulness, Business Solutions, Creativity, Collaboration, Analytical Skills, Decision Making, Business Ethics, Strategic Decision-Making, Conflict Management, Analysis
Mixed · Course · 1 - 3 Months

Yale University
Skills you'll gain: Applied Behavior Analysis, Behavior Management, Positive Behavior Support, Parent Communication, Mental Health Diseases and Disorders, Child Development, Problem Solving
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Transfer Learning, Machine Learning, Applied Machine Learning, Data Ethics, Decision Tree Learning, Model Evaluation, Tensorflow, Artificial Intelligence, Supervised Learning, Deep Learning, Classification Algorithms, Random Forest Algorithm, Artificial Neural Networks, Logistic Regression, Performance Tuning
Beginner · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Critical Thinking, Creative Problem-Solving, Problem Solving, Editing, Research, Creative Thinking, Public Speaking, Proofreading, Brainstorming, Oral Expression, digital literacy, Communication, Information Management, Analytical Skills, Writing, Video Production, Multimedia, Language Competency, Complex Problem Solving, Literacy
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Performance Tuning, Java, Enterprise Application Management, Computational Thinking, Algorithms, Data Structures, Scalability, Programming Principles, Debugging, Management Consulting, Mitigation, Project Implementation
Advanced · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Creative Thinking, Creativity, Architectural Design, Creative Problem-Solving, Brainstorming, Design Thinking, Storytelling, Teamwork, Curiosity, Design, Collaboration, Design Strategies, Creative Design, Critical Thinking and Problem Solving, Empathy, Cultural Responsiveness
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Mapping, Business Process Modeling, Process Analysis, Business Process Improvement, Process Design, Business Process Management, Process Improvement, Lean Methodologies, Systems Thinking, Lean Six Sigma, Change Management, Quality Improvement, Process Flow Diagrams, Six Sigma Methodology, Stakeholder Analysis, Agile Methodology, Matrix Management, Dataflow, Prioritization, Generative AI
Beginner · Course · 1 - 3 Months