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.

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

Skills you'll gain: Model Optimization, Calculus, NumPy, Tensorflow, Python Programming, Derivatives, Development Environment
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Taxonomy, Business Metrics, Machine Learning, Dimensionality Reduction, Performance Metric, Spreadsheet Software, Performance Measurement, Analysis, Systems Design, Algorithms, Solution Design, Microsoft Excel, Descriptive Statistics, Computer Programming
★ 4.3 (834) · Intermediate · Specialization · 3 - 6 Months

L&T EduTech
Skills you'll gain: Manufacturing Processes, Materials science, Quality Assurance, Product Quality (QA/QC), Manufacturing and Production, Mechanical Engineering, Process Validation, Manufacturing Operations, Process Engineering, Engineering Tolerance, Mechanical Design, Workflow Management, Process Analysis, Computer-Aided Design, Process Design, Sustainable Engineering, Emerging Technologies, Failure Analysis, Environment Health And Safety, Process Improvement and Optimization
Intermediate · Specialization · 1 - 3 Months

University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Machine Learning, Dimensionality Reduction, Algorithms
★ 4.4 (190) · Mixed · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Numerical Analysis, Integral Calculus, Calculus, electromagnetics, Algebra, Applied Mathematics, Geometry, Mechanics, Scripting, Simulations, Physics, Plot (Graphics), Derivatives
★ 4.8 (7.9K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Matplotlib, Feature Engineering, Data Preprocessing, NumPy, Plot (Graphics), Tensorflow, Pandas (Python Package), Data Visualization, Model Training, Statistical Visualization, Data Wrangling, Jupyter, Applied Machine Learning, Seaborn, Statistical Machine Learning, Data Engineering, Machine Learning, Development Environment, Network Model, Network Engineering
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Decision Making, Data-Driven Decision-Making, Planning, Analysis, Cost Benefit Analysis, Timelines, Scheduling, Prioritization, Time Management, Goal Setting, Project Planning, Self-Awareness, Higher Education
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Negotiation, Critical Thinking and Problem Solving, Prioritization, Conflict Management, Time Management, De-escalation Techniques, Communication, Stress Management, Empathy & Emotional Intelligence, Problem Solving, Critical Thinking, Communication Strategies, Business Priorities, Complex Problem Solving, Professionalism, Emotional Intelligence, Creative Problem-Solving, Business Ethics, Goal Setting, Self-Awareness
★ 4.7 (451) · Beginner · Specialization · 3 - 6 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Mechanics, Geometry, Complex Problem Solving, Mathematical Modeling, Computational Thinking
★ 4.6 (251) · Beginner · Specialization · 3 - 6 Months

Atchison Academy
Skills you'll gain: Cloud Computing Architecture, Risk Management, Risk Management Framework, Cloud Infrastructure, Operational Risk, Business Risk Management, Cloud Computing, Cloud-Native Computing, Infrastructure as Code (IaC), Scalability, Software Architecture, Risk Analysis, Systems Architecture, Enterprise Architecture, Infrastructure Architecture, Service Level, System Monitoring, Incident Response, API Design, Cost Management
Advanced · Specialization · 3 - 6 Months