Matrix courses can help you learn linear transformations, eigenvalues, matrix operations, and applications in data science and machine learning. You can build skills in solving systems of equations, performing dimensionality reduction, and applying matrix factorization techniques. Many courses introduce tools like MATLAB, NumPy, and R, that support performing complex calculations and visualizing data in practical scenarios.

Yale University
Skills you'll gain: Social Impact, Design Thinking, Community Outreach, Sales Presentation, Organizational Structure, Stakeholder Engagement, Human Centered Design, Entrepreneurship, Communication Planning, Research and Design, Oral Expression, Business Modeling, Governance, Communication, Organizational Strategy, Advocacy, Sustainable Business, Innovation, Program Evaluation, Fundraising
Beginner · Course · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Logistic Regression, Simulations, Data Analysis, Correlation Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

New York University
Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Probability, Probability Distribution, Simulations, Probability & Statistics, Statistical Methods, Sampling (Statistics), Mathematical Theory & Analysis, Correlation Analysis, Applied Mathematics
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Storytelling, Data Literacy, Business Analytics, Presentations, Data-Driven Decision-Making, Data Analysis, Analytics, Technical Communication, Case Studies, Predictive Analytics, Correlation Analysis
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: People Management, Team Performance Management, Staff Management, Human Relations Movement, Employee Performance Management, Leadership and Management, Human Capital, Organizational Effectiveness, Decision Making, Organizational Change, Organizational Structure, Performance Appraisal, Team Motivation, Organizational Leadership, Strategic Decision-Making, Employee Engagement, Diversity Equity and Inclusion Initiatives, Compensation Management, Compensation and Benefits, Job Analysis
Beginner · Course · 1 - 4 Weeks

Copenhagen Business School
Skills you'll gain: Social Impact, Growth Strategies, Marketing Communications, Business Modeling, Business Planning, Sustainable Development, Team Collaboration, Organizational Structure, Entrepreneurship, Market Opportunities, Entrepreneurial Finance, Communication Strategies, Marketing and Public Relations, Business Strategies, Community Development, Sustainable Business, Performance Measurement, Fundraising, Organizational Strategy, Community and Social Work
Beginner · Specialization · 3 - 6 Months

Imperial College London
Skills you'll gain: Epidemiology, Diagnostic Tests, Public Health and Disease Prevention, Public Health, Preventative Care, Program Evaluation, Health Assessment, Risk Analysis, Quantitative Research, Correlation Analysis, Health Policy, Research
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mobile Development, Mobile Development Tools, iOS Development, Integrated Development Environments, Development Environment, Apple iOS, Android Studio, Computer Programming Tools, Application Development, Swift Programming, Test Tools, React Native, Apple Xcode, Application Frameworks, Cross Platform Development, Software Testing, Cloud Hosting, Data Management
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Data Presentation, Data Storytelling, Data Ethics, SAS (Software), Business Analytics, Dashboard Creation, Data Visualization Software, Dashboard, Analytics, Demand Planning, Probability & Statistics, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Forecasting, Trend Analysis, Histogram, Statistical Methods, Business Ethics
Mixed · Course · 1 - 3 Months

Skills you'll gain: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Predictive Analytics, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Programming, Exploratory Data Analysis, Statistical Software, Statistical Methods, Probability & Statistics, Model Training, Data Validation, Big Data, Model Deployment, Statistical Inference
Intermediate · Professional Certificate · 3 - 6 Months