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.

Simplilearn
Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Animations, 3D Modeling, Computer Graphics, Computational Logic, Programming Principles
Mixed · Course · 1 - 3 Months

Skills you'll gain: Unix Shell, Unix Commands, Shell Script, Bash (Scripting Language), Unix, Command-Line Interface, Linux Commands, Scripting, Linux, System Monitoring, File Management, System Programming, OS Process Management
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Creativity, Creative Thinking, Teamwork, Ideation, Presentations, Team Building, Innovation, Collaboration, Professional Development, Public Speaking, Persuasive Communication, Communication, Influencing, Decision Making
Beginner · Course · 1 - 3 Months

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

DeepLearning.AI
Skills you'll gain: Recurrent Neural Networks (RNNs), Deep Learning, Natural Language Processing, Keras (Neural Network Library), Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Sprint Retrospectives, Kanban Principles, Sprint Planning, Agile Project Management, Lean Methodologies, Risk Management, Agile Software Development, Agile Methodology, Team Building, Workflow Management, Backlogs, Project Planning, Performance Metric, Team Performance Management, Release Management, Scrum (Software Development), Process Development, Continuous Improvement Process, Continuous Integration, Stakeholder Engagement
Mixed · Course · 1 - 4 Weeks

Ball State University
Skills you'll gain: Statistical Hypothesis Testing, Probability Distribution, Statistical Methods, Probability, Sampling (Statistics), Statistical Analysis, Dimensionality Reduction, Data Science, Statistical Modeling, Bayesian Statistics, Statistical Inference, Simulations, R Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feasibility Studies, Market Opportunities, Growth Strategies, Business Development, Sales Presentation, Business Planning, Entrepreneurship, Business Strategies, Strategic Thinking, Proposal Development, Peer Review, Business Management, Professional Networking, Business Analysis, Market Analysis
Mixed · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Corporate Strategy, Business Strategy, Business Planning, Business Development, Growth Strategies, Strategic Thinking, Mergers & Acquisitions, Market Opportunities, Competitive Analysis, Business Economics, Business Analysis, Portfolio Risk, Risk Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Transfer Learning, Data Analysis, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Applied Machine Learning, Computer Vision, Model Evaluation, Machine Learning, Performance Tuning
Intermediate · Course · 3 - 6 Months