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Explore the Linear Algebra Course Catalog
Imperial College London
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Applied Mathematics, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Deep Learning, Mathematical Theory & Analysis, Python Programming, Derivatives
Status: FreeKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Vibrations, Mechanics
Status: FreeUniversity of Minnesota
Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Regression Analysis, Mathematical Modeling, Applied Mathematics, Solution Design, Applied Machine Learning, Data Manipulation, Exploratory Data Analysis, Algorithms, Python Programming
University of Pennsylvania
Skills you'll gain: Risk Modeling, Financial Statements, Probability Distribution, Mathematical Modeling, Statistical Modeling, Portfolio Management, Regression Analysis, Business Modeling, Financial Modeling, Strategic Decision-Making, Data Presentation, Risk Management, Decision Making, Data Visualization, Microsoft PowerPoint, Predictive Modeling, Investment Management, Spreadsheet Software, Google Sheets, Excel Formulas
Duke University
Skills you'll gain: Regression Analysis, Statistical Software, Statistical Analysis, R Programming, Statistical Modeling, Statistical Inference, Data Analysis, Statistical Methods, Exploratory Data Analysis, Predictive Modeling
Status: AI skillsSkills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Data Management, Data Collection, Data Governance, Bayesian Statistics, Data Analysis, Descriptive Statistics, Statistical Hypothesis Testing, Information Privacy, Data Cleansing, Pandas (Python Package), Data Visualization Software, Statistical Inference, Spreadsheet Software, Correlation Analysis, Google Sheets, Exploratory Data Analysis, Data Manipulation
Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistical Analysis, Applied Mathematics
Howard University
Skills you'll gain: Data Wrangling, Regression Analysis, Dimensionality Reduction, Data Science, Python Programming, Predictive Modeling, Statistical Modeling, Data Analysis, Linear Algebra, Exploratory Data Analysis
Status: FreeDuke University
Skills you'll gain: Probability, Bayesian Statistics, Calculus, Graphing, Data Science, Algebra, Arithmetic, Derivatives
The Hong Kong University of Science and Technology
Skills you'll gain: Matlab, Engineering Calculations, Numerical Analysis, Engineering Analysis, Linear Algebra, Differential Equations, Mathematical Modeling, Computational Thinking, Integral Calculus, Simulations, Scientific Visualization, Programming Principles, Algorithms, Debugging
Skills you'll gain: PyTorch (Machine Learning Library), Statistical Methods, Artificial Neural Networks, Deep Learning, Feature Engineering, Probability Distribution, Performance Tuning, Machine Learning, Regression Analysis, Data Processing
University of Colorado Boulder
Skills you'll gain: Algebra, Calculus, Graphing, Applied Mathematics, Data Science, Derivatives, Mathematical Theory & Analysis
In summary, here are 10 of our most popular linear algebra courses
- Mathematics for Machine Learning: Multivariate Calculus:Â Imperial College London
- Differential Equations Part I Basic Theory:Â Korea Advanced Institute of Science and Technology(KAIST)
- Matrix Methods:Â University of Minnesota
- Business and Financial Modeling:Â University of Pennsylvania
- Linear Regression and Modeling :Â Duke University
- Meta Data Analyst:Â Meta
- Advanced Linear Models for Data Science 1: Least Squares:Â Johns Hopkins University
- Capstone: Data Science Problem in Linear Algebra Framework:Â Howard University
- Data Science Math Skills:Â Duke University
- Numerical Methods for Engineers:Â The Hong Kong University of Science and Technology
