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: Debugging, Data Structures, Code Reusability, Python Programming, Integrated Development Environments, Scripting, Programming Principles, Computer Programming, Scripting Languages, Computational Logic, Software Installation
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Computational Thinking, Algorithms, Program Development, Theoretical Computer Science, Software Development, Software Engineering, Programming Principles, Data Structures, Computer Programming, Javascript, Computer Science, Web Development
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Computational Logic, System Requirements, Functional Requirement, Theoretical Computer Science, Functional Specification, Mathematical Modeling, Requirements Analysis, Systems Analysis, Verification And Validation, Control Systems, Computer Science, Applied Mathematics
Build toward a degree
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Creativity, Creative Thinking, Leadership Studies, Organizational Leadership, Leadership, Leadership Development, Team Leadership, Discussion Facilitation, Collaboration, Diversity and Inclusion
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Seaborn, Matplotlib, NumPy, Plot (Graphics), Scatter Plots, Statistical Visualization, Data Visualization Software, Box Plots, Histogram, Jupyter, Heat Maps, Graphing, Data Manipulation, AI Workflows, Development Environment, Python Programming
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Legal Technology, Legal Research, Responsible AI, Data Ethics, Generative AI, AI literacy, Workflow Management, Operational Efficiency, AI Workflows, AI Integrations, Automation, Data Security
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI powered creativity, Adobe Firefly, Adobe Express, Responsible AI, Creativity, Generative AI, Creative Thinking, Adobe Creative Cloud, Innovation, AI Workflows, Design Software, AI Integrations, Prompt Engineering, Communication, Content Creation, Storytelling, Visual Design, Collaboration, Problem Solving, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Generative Model Architectures, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Data Visualization, Model Training, Data Synthesis, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

Parsons School of Design, The New School
Skills you'll gain: Design Thinking, Risk Management, Portfolio Risk, Process Design, Strategic Thinking, Market Opportunities, Business Modeling, Design Strategies, New Business Development, Experience Design, Design, Human Centered Design, Innovation, Value Propositions, Ideation, Customer experience strategy (CX), Creativity, Ethical Standards And Conduct
Intermediate · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Advanced Analytics, Data Preprocessing, Statistical Modeling, Statistical Machine Learning, Responsible AI, Predictive Analytics, Data Analysis, AI Enablement, Research, Data Validation, Data Wrangling, Artificial Intelligence, Research Reports, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Research and Design, Research Methodologies, Generative AI, Generative AI Agents, Qualitative Research
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Clinical Informatics, Deep Learning, Model Training, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools
Intermediate · Course · 1 - 4 Weeks