Explore Yale University’s online courses across psychology, health, business, history, and the sciences. Taught by leading Yale faculty, these courses help you deepen your knowledge and build real-world skills on your own schedule.

University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Unsupervised Learning, Linear Algebra
Mixed · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Calculus, Integral Calculus, Applied Mathematics, Probability Distribution, Probability & Statistics, Geometry, Probability, Statistical Methods, Torque (Physics), Statistics, Mechanics, Physics
Mixed · Course · 1 - 3 Months

Peking University
Skills you'll gain: Graph Theory, Computational Logic, Theoretical Computer Science, Computational Thinking, Logical Reasoning, Geospatial Information and Technology, Algebra, Mathematics and Mathematical Modeling, Computer Science, Information Technology, Applied Mathematics
Beginner · Course · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Peer Review, Professional Development, Business Solutions, Project Management, Solution Delivery, Business Communication, Problem Solving, Oral Expression, Business Analysis, Verbal Communication Skills, Stakeholder Analysis, Creative Problem-Solving, Presentations, Strategic Planning, Analysis, Constructive Feedback, Report Writing, Business Research, Critical Thinking
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Diversity Programs, Diversity Awareness, Higher Education, Diversity Training, Diversity Equity and Inclusion Initiatives, Leadership, Workplace inclusivity, Initiative and Leadership, Cultural Diversity, Social Justice, Cultural Responsiveness, Public Affairs, Accountability, Advocacy, Student Engagement
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Intellectual Property, Legal Strategy, Legal Risk, Regulation and Legal Compliance, Case Studies, Asset Protection, Case Law, Business Strategy, Lawsuits, Innovation, Court Systems, Analysis, Litigation and Civil Justice
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Microsoft Excel, Data Validation, Excel Formulas, Spreadsheet Software, Analysis, Data Integrity, Complex Problem Solving, Data Management
Advanced · Course · 1 - 3 Months

Wesleyan University
Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, SAS (Software), Statistical Programming, Predictive Modeling, Model Evaluation, Python Programming
Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Microsoft Development Tools, Data Analysis Software, Package and Software Management, Virtual Environment
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Surveys, Survey Creation, Interviewing Skills, Data Collection, Research Methodologies, Data Quality, Social Media Analytics
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Auditing, Internal Controls, External Auditing, Financial Auditing, Generally Accepted Auditing Standards, Audit Planning, Internal Auditing, Risk Analysis, Fraud detection, Business Strategies, Verification And Validation, Business Risk Management, Business Strategy, Risk Management, Probability & Statistics, Financial Reporting
Build toward a degree
Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Classification Algorithms, Machine Learning Methods, Model Training, Algorithms, Supervised Learning, Logistic Regression, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Data Validation, Regression Analysis, Feature Engineering, Statistical Methods, Model Optimization, Verification And Validation, Linear Algebra, Data Transformation
Intermediate · Course · 1 - 3 Months