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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, Regression
University of Colorado Boulder
Skills you'll gain: Mathematics, Algebra, Calculus, Linear Algebra, Mathematical Theory & Analysis, Differential Equations, Plot (Graphics), Problem Solving, Applied Mathematics, Graph Theory
University of California, Davis
Skills you'll gain: Data Analysis, Data Management, Data Model, Databases, SQL
DeepLearning.AI
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis
University 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 Graphics
Johns 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 Distribution
DeepLearning.AI
Skills you'll gain: Algebra, Linear Algebra, Machine Learning
Howard University
Skills you'll gain: Mathematics
Imperial 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