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.

Rice University
Skills you'll gain: Overcoming Obstacles, Complex Problem Solving, Resourcefulness, Cognitive flexibility, Personal Attributes, Curiosity, Quick Learning, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Innovation, User Feedback, Growth Mindedness, Resilience, Adaptability, Open Mindset, Entrepreneurship, Creative Problem-Solving, Strategic Thinking, Lifelong Learning, Market Research, Sustainable Business, Continuous Improvement Process, Business, Data-Driven Decision-Making
Intermediate · Course · 1 - 3 Months

Codio
Skills you'll gain: Algorithms, C++ (Programming Language), Data Structures, Computer Programming, Computational Thinking, Technical Design
Intermediate · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Bayesian Network, Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Tensorflow, Machine Learning, Model Evaluation, Network Architecture, Algorithms, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Human Resources Management and Planning, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Talent Acquisition, Case Studies, Organizational Strategy, Business Strategy, Strategic Thinking, Competitive Analysis, Analysis, Risk Analysis
Mixed · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Computer Hardware, Computer Engineering, Peripheral Devices, Data Storage, Systems Architecture, Computational Logic
Mixed · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Entrepreneurship, Market Opportunities, Lean Methodologies, Open Mindset, Growth Mindedness, New Business Development, Creative Thinking, Business Development, Personal Development, Self-Awareness, Business Modeling, Overcoming Obstacles, Business, Risk Management
Mixed · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, No-Code Development, Presentations, Application Development, Generative AI, Web Applications, Automation, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Interactive Design, Digital Design, Creative Design, New Product Development, Creative Thinking, User Interface (UI) Design, Creativity, Application Deployment
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Embeddings, Deep Learning, Applied Machine Learning, Markov Model
Mixed · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Research, Psychology, Social Sciences, Mental Health Diseases and Disorders, Scientific Methods, Social Skills, Social Justice, Human Learning, Human Development, Cognitive flexibility, Hospice, Empathy & Emotional Intelligence, Learning Theory, Culture, Biology, Interpersonal Communications, Mental Health, Emotional Intelligence, Prenatal Care, Critical Thinking
Earn a degree
Degree · 1 - 4 Years