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## Explore the Math for Data Science Course Catalog

DeepLearning.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 Analysis- Status: Free
Duke University

**Skills you'll gain:**Data Analysis, Problem Solving, Statistical Analysis, Algebra, Applied Mathematics, Linear Algebra 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, Applied Mathematics, Problem Solving, Statistical Analysis, Data Visualization, Dimensionality Reduction, Computer Programming Tools, RegressionUniversity of Colorado Boulder

**Skills you'll gain:**Mathematics, Algebra, Calculus, Linear Algebra, Mathematical Theory & Analysis, Differential Equations, Plot (Graphics), Problem Solving, Applied Mathematics, Graph TheoryUniversity of California, Davis

**Skills you'll gain:**Data Analysis, Data Management, Data Model, Databases, SQLDeepLearning.AI

**Skills you'll gain:**General Statistics, Probability & Statistics, Statistical AnalysisUniversity of Michigan

**Skills you'll gain:**Python Programming, Data Analysis, Computer Programming, Machine Learning, Algorithms, Applied Machine Learning, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Statistical Programming, Data Management, Extract, Transform, Load, Natural Language Processing, Critical Thinking, Statistical Machine Learning, Graph Theory, Network Analysis, Computer Programming Tools, Human Learning, Data Visualization, Network Model, Data Analysis Software, Regression, Computer Networking, General Statistics, Network Architecture, Plot (Graphics), Visualization (Computer Graphics), Computer GraphicsJohns Hopkins University

**Skills you'll gain:**General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis**Skills you'll gain:**Data Analysis, General Statistics, Probability & Statistics, Basic Descriptive Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Statistical Programming, Data Visualization, Probability DistributionDeepLearning.AI

**Skills you'll gain:**Algebra, Linear Algebra, Machine LearningHoward University

**Skills you'll gain:**MathematicsImperial College London

**Skills you'll gain:**Algebra, Linear Algebra, Mathematics, Python Programming, Computer Programming, Machine Learning Algorithms, Problem Solving, Algorithms, Computer Programming Tools, Machine Learning

## In summary, here are 10 of our most popular math for data science courses

- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Data Science Math Skills: Duke University
- Mathematics for Machine Learning: Imperial College London
- Expressway to Data Science: Essential Math: University of Colorado Boulder
- SQL for Data Science: University of California, Davis
- Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
- Applied Data Science with Python: University of Michigan
- Advanced Statistics for Data Science: Johns Hopkins University
- Statistics for Data Science with Python: IBM
- Linear Algebra for Machine Learning and Data Science: DeepLearning.AI