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.

Peking University
Skills you'll gain: Statistical Hypothesis Testing, SPSS, SPSS (Software), Statistical Analysis, Statistical Methods, Sampling (Statistics), Descriptive Statistics, Correlation Analysis, Statistical Software, Regression Analysis, Probability & Statistics, Statistics, Biostatistics, Quantitative Research, Statistical Inference, Analysis, Medical Science and Research, Data Manipulation
★ 4.6 (159) · Mixed · Course · 1 - 3 Months
University of Toronto
Skills you'll gain: Computer Programming, Data Structures, Test Automation, Programming Principles, Object Oriented Programming (OOP), Unit Testing, Python Programming, Object Oriented Design, Program Development, Algorithms, Test Case, Development Testing, Software Testing
★ 4.6 (732) · Mixed · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Data Mining, Big Data, Text Mining, Unstructured Data, Spatial Data Analysis, Advanced Analytics, Image Analysis, Algorithms, Correlation Analysis, Information Privacy
★ 4.3 (326) · Mixed · Course · 1 - 3 Months

New York Institute of Finance
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Financial Trading, Data Pipelines, Applied Machine Learning, Technical Analysis, Machine Learning, Securities Trading, Statistical Machine Learning, Model Training, Market Trend, Market Data, Data Preprocessing, Deep Learning, Python Programming, Feature Engineering, Model Evaluation, Correlation Analysis, Artificial Neural Networks, Performance Metric
★ 3.9 (378) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Strategic Decision-Making, Business Leadership, Artificial Intelligence, Business Strategy, Corporate Strategy, Leadership, Organizational Structure, Automation, Organizational Change, Operational Efficiency, Cost Reduction
★ 4.5 (1.2K) · Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Continuous Delivery, DevOps, Continuous Deployment, Devops Tools, CI/CD, Continuous Integration, Test Automation, Agile Methodology, Continuous Improvement Process, Unit Testing, Information Technology Operations, Systems Administration, System Testing, Software Testing
★ 4.6 (1.6K) · Beginner · Course · 1 - 4 Weeks
National University of Singapore
Skills you'll gain: Surveys, Presentations, Survey Creation, Persuasive Communication, Trustworthiness, Cultural Diversity, Intercultural Competence, Verbal Communication Skills, Meeting Facilitation, Stakeholder Engagement, Interpersonal Communications, Business Writing, Communication Strategies, Public Speaking, Organizational Structure, Rapport Building, Communication, Cultural Responsiveness, Business Correspondence, Writing
★ 4.6 (835) · Intermediate · Specialization · 3 - 6 Months

EDHEC Business School
Skills you'll gain: Portfolio Management, Portfolio Risk, Investment Management, Investments, Financial Modeling, Risk Modeling, Estimation, Statistical Methods, Bayesian Statistics, Python Programming, Risk Analysis, Correlation Analysis, Time Series Analysis and Forecasting
★ 4.7 (513) · Intermediate · Course · 1 - 4 Weeks

Copenhagen Business School
Skills you'll gain: Program Implementation, Plan Execution, Goal Setting, Organizational Strategy, Organizational Structure, Smart Goals, Strategic Planning, Risk Mitigation, Business Strategy, Culture Transformation, Risk Analysis, Internal Communications, Change Management, Organizational Change, Strategic Communication, Communication Strategies, Risk Management, Key Performance Indicators (KPIs), Performance Management, Business Metrics
★ 4.6 (952) · Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Tax, Tax Compliance, Income Tax, Tax Management, Liquidation, Tax Laws, Tax, Corporate Accounting, Tax Planning, Mergers & Acquisitions, Capital Expenditure, Organizational Structure, Depreciation, Business Analysis
★ 4.7 (253) · Intermediate · Course · 1 - 3 Months

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
★ 4.6 (465) · Mixed · Course · 1 - 3 Months

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
★ 4.2 (358) · Intermediate · Course · 1 - 3 Months