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.

University of Minnesota
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods
★ 4.3 (834) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Decision Making, Data-Driven Decision-Making, Dealing With Ambiguity, Planning, Analysis, Cost Benefit Analysis, Timelines, Scheduling, Prioritization, Concision, Time Management, Goal-Oriented, Goal Setting, Project Planning, Program Evaluation, Organizational Skills, Ability To Meet Deadlines, Self-Awareness, Higher Education
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Calculations, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Control Systems, Advanced Mathematics, Algorithms, Calculus
★ 4.9 (344) · Advanced · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Governance Risk Management and Compliance, Responsible AI, Compliance Management, AI Security, Governance, Compliance Auditing, Regulatory Compliance, Performance Measurement, ISO/IEC 27001, Auditing, Internal Controls, Key Performance Indicators (KPIs), Gap Analysis, Risk Management Framework, Cloud Security, Policy Development, Risk Control, Risk Management, Risk Analysis, Cybersecurity
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Plot (Graphics), Scientific Visualization, Text Mining, Statistical Analysis, Statistical Methods, Data Visualization, Visualization (Computer Graphics), Descriptive Statistics, Unstructured Data, Data Analysis, Statistical Software, Computer Programming, Mathematical Software, Data Transformation, Data Preprocessing, Data Manipulation, Analytics, Data Processing, Machine Learning, Operations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: R (Software), Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Programming Principles, Jupyter, File I/O, Integrated Development Environments, Development Environment
★ 4.5 (625) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Linear Algebra, Differential Equations, Applied Mathematics, Advanced Mathematics, Algebra, Mathematical Modeling, Mathematical Theory & Analysis
★ 4.6 (27) · Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Role-Based Access Control (RBAC), Personally Identifiable Information, Data Governance, Information Privacy, Audit Working Papers, Compliance Management, Record Keeping, Regulatory Compliance, Data Management, Law, Regulation, and Compliance, Data Processing, Data Access, Records Management, Authorization (Computing), Data Security, Document Management, Data Mapping, Identity and Access Management, Regulatory Requirements, Legal Risk
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Machine Learning Methods, Statistical Methods, Machine Learning Algorithms, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Statistical Inference, Verification And Validation, Dimensionality Reduction, Algebra
Mixed · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Linear Algebra, Dimensionality Reduction, Applied Machine Learning, Data Manipulation, Applied Mathematics, Machine Learning, Python Programming, Algebra, Image Analysis
★ 4.6 (2.4K) · Intermediate · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Linear Algebra, Markov Model, Geometry, Arithmetic, Algebra, General Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Applied Mathematics
★ 4.8 (46) · Intermediate · Course · 1 - 4 Weeks
Chris Croft Training
Skills you'll gain: Team Leadership, Virtual Teams, Leadership and Management, Delegation Skills, Leadership, Initiative and Leadership, Team Management, Team Performance Management, Employee Engagement, People Management, Performance Management, Motivational Skills, Employee Coaching, Conflict Management, Coaching, Meeting Facilitation, Stakeholder Management, Interpersonal Communications, Business Communication, Communication
Mixed · Course · 1 - 3 Months