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: LLM Application, Large Language Modeling, AI Enablement, Forecasting, Artificial Intelligence, Business Analysis, Technology Roadmaps, Business Metrics, Innovation, Operational Efficiency, Customer experience improvement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Anomaly Detection, Image Analysis, Computer Vision, Matlab, Unsupervised Learning, Deep Learning, Applied Machine Learning, PyTorch (Machine Learning Library), Transfer Learning, Data Synthesis
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Feature Engineering, Statistical Inference, Data Transformation, Model Evaluation
Intermediate · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Sustainability Standards, Environmental Social And Corporate Governance (ESG), Systems Thinking, Brand Marketing, Change Management, Strategic Leadership, Waste Minimization, Regulatory Compliance, Professional Development, Environment and Resource Management, Packaging and Labeling, Business Leadership, Engineering Management, Key Performance Indicators (KPIs), Market Opportunities, Digital Marketing, Emerging Technologies
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Model Evaluation, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Keras (Neural Network Library), Deep Learning, Pandas (Python Package), NumPy
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, NumPy, Data Visualization, Data Manipulation, Linear Algebra, Seaborn, Natural Language Processing, Deep Learning, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Data Preprocessing, Data Science, Regression Analysis, Data Structures, Logistic Regression
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Keras (Neural Network Library), Model Evaluation, Image Analysis, Data Manipulation, Visualization (Computer Graphics), Convolutional Neural Networks, Applied Machine Learning, Computer Vision, Deep Learning, Python Programming, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

O.P. Jindal Global University
Skills you'll gain: Supervised Learning, Tensorflow, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Python Programming, Convolutional Neural Networks, Machine Learning, Deep Learning, Unstructured Data, NumPy, Classification Algorithms, Matplotlib, Natural Language Processing, Text Mining, Pandas (Python Package), Regression Analysis, Model Evaluation
Build toward a degree
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Process Improvement, Operational Efficiency, Inventory Control, Inventory Management System, Operations Management, Supply Chain Management, Procurement, Capacity Planning, Supply Chain Planning, Demand Planning, Transportation, Supply Chain, and Logistics, Vendor Management, Change Management, Supplier Management, Information Technology, Forecasting, Problem Solving
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Constructive Feedback, Storytelling, Active Listening, Empathy, Social Skills, Relationship Building, Creativity, Oral Expression, Emotional Intelligence, Self-Awareness, Cognitive flexibility, Initiative and Leadership, Leadership, Writing and Editing, Public Speaking, Social Justice, Cultural Diversity, Personal Development, Social Sciences, Communication
Beginner · Specialization · 1 - 3 Months

Harvard Business Review
Skills you'll gain: Innovation, Team Performance Management, Constructive Feedback, Talent Management, Employee Retention, Teamwork, Employee Coaching, Team Building, Crisis Management, Creative Thinking, Team Management, Virtual Teams, Talent Acquisition, Workforce Development, Curiosity, Ideation, Organizational Change, Strategic Leadership, Leadership, Leadership Development
Intermediate · Specialization · 3 - 6 Months