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## Choose the Linear Algebra for Machine Learning Course That Aligns Best With Your Educational Goals

DeepLearning.AI

**Skills you'll gain:**Machine Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Machine Learning Software, Network Model, Algorithms, Computer Programming, Computer Vision, Network Architecture, Natural Language Processing, Tensorflow, Human Learning, Data Model, Exploratory Data Analysis, Organizational Development, Process Analysis, Strategy, Computational Logic, Mathematics, Mathematical Theory & Analysis, Linear Algebra, Regression, CalculusDeepLearning.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 AnalysisImperial 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, Computer Programming Tools, Statistical Programming, Probability & Statistics, RegressionDeepLearning.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, Human Learning, Linear AlgebraAlberta 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 AnalysisImperial College London

**Skills you'll gain:**Algebra, Calculus, Linear Algebra, Mathematics, Differential Equations, Machine Learning, Machine Learning Algorithms, Mathematical Theory & Analysis, Computational Logic, RegressionDeepLearning.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, Probability Distribution, Regression, Artificial Neural Networks, PlanningUniversity of Pennsylvania

**Skills you'll gain:**Mathematics, Computer Vision, Linear Algebra, Problem Solving, Geometry, Algebra, Planning, Computer Graphics, Estimation, Mathematical Theory & Analysis, Computer Programming, Differential Equations, Visualization (Computer Graphics), Algorithms, Matlab, Software Visualization, Systems Design, Computer Graphic Techniques, Theoretical Computer Science, Graph Theory, Material Handling, Computational Thinking, Geovisualization, Python ProgrammingImperial College London

**Skills you'll gain:**Algebra, Linear Algebra, Machine Learning, Mathematics, Computer Programming, Dimensionality Reduction, Mathematical Theory & Analysis, Python Programming, Statistical Analysis, Statistical ProgrammingAlberta 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 AnalysisDuke University

**Skills you'll gain:**Business Analysis, Data Analysis, Data Model, Spreadsheet Software, Statistical Analysis, Exploratory Data Analysis, Probability & Statistics, Critical Thinking, Data Analysis Software, Financial Analysis, General Statistics, Mathematics, Data Management, Mathematical Theory & Analysis, Regression, Databases, Problem Solving, Statistical Tests, Big Data, Data Structures, SQL, Microsoft Excel, Data Visualization Software, Extract, Transform, Load, Linear Algebra, Cost Accounting, Tableau Software, Data Visualization, Decision Making

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

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