Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.

Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Predictive Modeling, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Data Analysis Software, Predictive Analytics, Statistical Methods, Descriptive Statistics, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics
★ 4.8 (25) · Beginner · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Operations Research, Network Model, Excel Macros, Decision Making, Strategic Decision-Making, Microsoft Excel, Process Optimization, Transportation, Supply Chain, and Logistics, Operational Analysis, Model Optimization, Business Modeling, Business Analytics, Portfolio Management, Linear Algebra
Intermediate · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: File I/O, Programming Principles, Code Reusability, Computer Programming, Matlab, Functional Design, Mathematical Software, Linear Algebra, Program Development, Software Development Tools, Development Environment, Debugging, Computer Science, Computational Logic, Data Structures, Plot (Graphics), File Management, Data Import/Export
★ 5 (6) · Beginner · Course · 1 - 3 Months

Yunus Social Business Fund Bengaluru
Skills you'll gain: Business Valuation, Return On Investment, Finance, Financial Analysis, Portfolio Risk, Cost Benefit Analysis, Capital Budgeting, Risk Analysis, Risk Management, Environmental Social And Corporate Governance (ESG), Equities, Financial Modeling, Social Impact, Corporate Finance, Financial Planning, Cash Flows, Decision Making, Correlation Analysis, Probability & Statistics
★ 4.5 (10) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Correlation Analysis
★ 5 (9) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Probability & Statistics, NumPy, Matplotlib, Statistics, Data Visualization, Applied Machine Learning, Statistical Hypothesis Testing, Python Programming, Pandas (Python Package), Seaborn, Machine Learning, Mathematics and Mathematical Modeling, Model Optimization, Applied Mathematics, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Science, Programming Principles, Probability
Beginner · Course · 1 - 4 Weeks

Maven Analytics
Skills you'll gain: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Model Training, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Model Optimization, Classification Algorithms, Statistical Analysis, Data Science, Machine Learning Methods, Forecasting, Statistical Methods, Data Preprocessing, Data Mining, Machine Learning, Supervised Learning, Business Intelligence
Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Structural Analysis, Structural Engineering, Mechanical Engineering, Mechanical Design, Mechanics, Materials science, Torque (Physics), Engineering Analysis, Failure Analysis, Engineering Calculations, Physics, Mathematical Modeling, Linear Algebra
Beginner · Course · 1 - 3 Months

O.P. Jindal Global University
Skills you'll gain: Correlation Analysis, Research Design, Regression Analysis, Science and Research, Statistical Methods, Research Methodologies, Statistical Hypothesis Testing, Analysis, Statistical Inference, Statistical Analysis, Data Literacy, Statistics, Quantitative Research, Descriptive Statistics, Probability & Statistics, Statistical Modeling, Probability Distribution, Probability
Beginner · Course · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: Econometrics, Regression Analysis, Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Statistical Modeling, Statistical Analysis, Correlation Analysis, Time Series Analysis and Forecasting, Statistics, Economics, Statistical Inference, Mathematical Modeling, Probability Distribution, Logistic Regression, Model Evaluation
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Education Software and Technology, Digital pedagogy, Information Architecture
★ 4.6 (8) · Beginner · Guided Project · Less Than 2 Hours

American Psychological Association
Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Descriptive Statistics, Histogram, Data Analysis, Data Presentation, Exploratory Data Analysis, Data Visualization Software, Data Literacy, Probability & Statistics, Analysis, Graphing, Variance Analysis, Statistical Visualization, Statistical Methods, Probability Distribution, Social Sciences
★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months