Linear Algebra Courses
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.
Popular Linear Algebra Courses and Certifications
Universidade de São Paulo
Skills you'll gain: Econometrics, Statistical Methods, Statistical Inference, Regression Analysis, Statistical Modeling, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Economics, Probability & Statistics, Quantitative Research, Time Series Analysis and Forecasting, Mathematical Modeling, Model Evaluation, Research
Johns Hopkins University
Skills you'll gain: Mathematical Modeling, Graphing, Algebra, Applied Mathematics, Arithmetic
Tecnológico de Monterrey
Skills you'll gain: Graphing, Systems Of Measurement, Physics, Integral Calculus, Scientific Visualization, Calculus, Mechanics, Physical Science, Scientific Methods, Applied Mathematics, Algebra, Derivatives
University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Unsupervised Learning, Linear Algebra
University of Minnesota
Skills you'll gain: AI Personalization, Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Unsupervised Learning, Data Mining, Algorithms, Correlation Analysis
Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming
University of Colorado Boulder
Skills you'll gain: Estimation, Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Mechanics, Calculus, Differential Equations, Engineering Analysis, Physical Science
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
University of Huddersfield
Skills you'll gain: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Model Optimization, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives
University of Colorado System
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Statistical Modeling, Markov Model, Simulations, Integral Calculus, Correlation Analysis, Control Systems, Probability, Simulation and Simulation Software, Probability & Statistics, Statistical Methods, Applied Mathematics, Probability Distribution, Predictive Analytics, Engineering Analysis
University of Colorado Boulder
Skills you'll gain: Video Production, Storyboarding, Storytelling, Photo/Video Production and Technology, Media Production, Post-Production, Video Editing, Visual Storytelling, Cinematography, Oral Expression, Writing, Editing
Splunk Inc.
Skills you'll gain: Splunk, Correlation Analysis, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Visualization Software, Dashboard Creation, Data Wrangling, Performance Tuning, Model Optimization, Dashboard, Statistical Analysis, Data Processing, Analysis, Data Synthesis, Business Intelligence, Data Analysis, Big Data, Data Science, Business Analytics
In summary, here are 10 of our most popular linear algebra courses
- Econometria Básica Aplicada: Universidade de São Paulo
- Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University
- Física: Dimensión y Movimiento: Tecnológico de Monterrey
- Matrix Factorization and Advanced Techniques: University of Minnesota
- Nearest Neighbor Collaborative Filtering: University of Minnesota
- Mining Quality Prediction Using Machine & Deep Learning: Coursera
- Quantum Mechanics for Engineers: University of Colorado Boulder
- 医学统计学与SPSS软件（基础篇）: Peking University
- Differential Equations & Advanced Applications: University of Huddersfield
- Applied Kalman Filtering: University of Colorado System
