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## Explore the Linear Algebra for Machine Learning Course Catalog

Imperial College London

**Skills you'll gain:**Algebra, Linear Algebra, Mathematics, Machine Learning, Mathematical Theory & Analysis, Computer Programming, Python Programming, Machine Learning Algorithms, Calculus, Computational Logic, Algorithms, Differential Equations, Problem Solving, Statistical Analysis, Dimensionality Reduction, Statistical Programming, Probability & Statistics, RegressionDeepLearning.AI

**Skills you'll gain:**Machine Learning, Calculus, Differential Equations, Mathematics, Machine Learning Algorithms, Regression, Algebra, Algorithms, Artificial Neural Networks, General Statistics, Linear Algebra, Probability & Statistics, Statistical AnalysisAlberta Machine Intelligence Institute

**Skills you'll gain:**Machine Learning, Human Learning, Applied Machine Learning, Machine Learning Algorithms, Algorithms, Data Analysis, Exploratory Data Analysis, Machine Learning Software, Regression, Python Programming, Computer Programming, Linear Algebra, Statistical AnalysisDeepLearning.AI

**Skills you'll gain:**Machine Learning, Natural Language Processing, Python Programming, Statistical Programming, Artificial Neural Networks, Probability & Statistics, Statistical Machine Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Computer Programming, General Statistics, Linear Algebra, MathematicsDeepLearning.AI

**Skills you'll gain:**Algebra, Linear Algebra, Machine LearningUniversity of Toronto

**Skills you'll gain:**Algorithms, Machine Learning, Python Programming, Computer Programming, Mathematics, Theoretical Computer Science, Estimation, Mathematical Theory & Analysis, Applied Machine Learning, Computer Vision, Probability & Statistics, Software Engineering, Computer Programming Tools, Critical Thinking, Problem Solving, Strategy and Operations, Systems Design, General Statistics, Linear Algebra, Regression, Artificial Neural Networks, PlanningImperial College London

**Skills you'll gain:**Algebra, Calculus, Linear Algebra, Mathematics, Differential Equations, Machine Learning, Machine Learning Algorithms, Mathematical Theory & Analysis, Computational Logic, RegressionNorthwestern University

**Skills you'll gain:**Mathematics, Linear Algebra, Algebra, Geometry, Computer Programming, Mathematical Theory & Analysis, Computer Programming Tools, Matlab, Python Programming, Algorithms, Critical Thinking, Problem Solving, Differential Equations, Graph Theory, Spatial Analysis, Planning, Supply Chain and LogisticsImperial College London

**Skills you'll gain:**Algebra, Linear Algebra, Mathematics, Python Programming, Computer Programming, Machine Learning Algorithms, Problem Solving, Algorithms, Computational Logic, Probability & StatisticsAlberta Machine Intelligence Institute

**Skills you'll gain:**Data Analysis, Machine Learning, Applied Machine Learning, Human Learning, Machine Learning Algorithms, Computer Programming, Linear Algebra, Python Programming, Statistical AnalysisImperial College London

**Skills you'll gain:**Algebra, Linear Algebra, Machine Learning, Mathematics, Computer Programming, Dimensionality Reduction, Mathematical Theory & Analysis, Python Programming, Statistical Analysis, Statistical Programming- Status: Free
University of Washington

**Skills you'll gain:**Mathematics, Computer Programming, Mathematical Theory & Analysis, Probability & Statistics, Python Programming, Computational Logic, Data Analysis, Artificial Neural Networks, Computational Thinking, Linear Algebra, Human Learning

## In summary, here are 10 of our most popular machine learning courses

- Mathematics for Machine Learning:Â Imperial College London
- Mathematics for Machine Learning and Data Science:Â DeepLearning.AI
- Machine Learning: Algorithms in the Real World:Â Alberta Machine Intelligence Institute
- Natural Language Processing:Â DeepLearning.AI
- Linear Algebra for Machine Learning and Data Science:Â DeepLearning.AI
- Self-Driving Cars:Â University of Toronto
- Mathematics for Machine Learning: Multivariate Calculus:Â Imperial College London
- Modern Robotics: Mechanics, Planning, and Control:Â Northwestern University
- Mathematics for Machine Learning: Linear Algebra:Â Imperial College London
- Data for Machine Learning:Â Alberta Machine Intelligence Institute