Matrix algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing matrix factorizations, and applying these concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and R for computational tasks, demonstrating how these skills are utilized in areas like artificial intelligence and statistics.

University of Colorado Boulder
Skills you'll gain: Probability, Statistical Inference, Estimation, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Bayesian Statistics, Markov Model, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Machine Learning Methods, Generative AI, Data Analysis, Correlation Analysis, Data Science, Machine Learning Algorithms, Mathematical Theory & Analysis
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Software Testing, JUnit, Verification And Validation, Unit Testing, Test Case, Test Automation, Development Testing, Test Planning, Test Tools, White-Box Testing, Code Coverage, Software Quality Assurance, Functional Testing, Test Script Development, Systems Development Life Cycle, Test Data, Technical Communication
Intermediate · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Empathy & Emotional Intelligence, Management Training And Development, Emotional Intelligence, Assertiveness, People Management, Industrial and Organizational Psychology, Staff Management, Team Performance Management, Cooperation, Leadership and Management, Team Management, Behavior Management, Productivity, Organizational Effectiveness, Interpersonal Communications, Professional Development, Communication, Organizational Structure, Leadership, Collaboration
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Organizational Change, Organizational Development, Organizational Strategy, Organizational Structure, Change Management, Business Transformation, Business Strategy, Political Sciences, Innovation, Strategic Decision-Making, Knowledge Transfer, Decision Making, Persona (User Experience)
Mixed · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: International Relations, Leadership and Management, Strategic Partnership, Marketing, Organizational Leadership, Fundraising, Business Management, Leadership, Governance, Organizational Structure, World History, Branding, Sustainable Development, Cross-Functional Collaboration, Climate Change Mitigation
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Timelines, Project Documentation, Team Management, Stakeholder Management, Project Management, Project Management Software, Project Coordination, Project Schedules, Milestones (Project Management), Scope Management, Project Scoping, Staff Management, Team Building, Work Breakdown Structure, Stakeholder Analysis, Project Planning, Workflow Management, Productivity Software, Organizational Skills
Beginner · Guided Project · Less Than 2 Hours
University of Washington
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Database Theory, Data Manipulation, Data Store, Data Processing, Database Management Systems, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Python Programming
Mixed · Course · 1 - 3 Months

Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Software Architecture, Mobile Development, Software Testing, AI Integrations, Unit Testing, Software Design, Software Design Patterns, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Test Planning, AI Enablement, Machine Learning, Natural Language Processing, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design
Intermediate · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Semiconductors, Materials science, Differential Equations, Integral Calculus, Numerical Analysis, Linear Algebra, Derivatives, Applied Mathematics, Chemistry, Physics
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Investments, Risk Modeling, Financial Modeling, Return On Investment, Financial Analysis, Performance Measurement, Finance, Performance Analysis, Financial Market, Risk Analysis, Performance Metric, Statistical Methods, Probability & Statistics, Statistical Analysis, Correlation Analysis, Asset Management, Capital Markets
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Applied Machine Learning, Data Preprocessing, Machine Learning Methods, Text Mining, Machine Learning, Big Data, Model Evaluation, Algorithms
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Microsoft Excel, Data Preprocessing, Data Cleansing
Intermediate · Course · 1 - 4 Weeks