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Choose the Math for Data Science Course That Aligns Best With Your Educational Goals
Multiple educators
Skills you'll gain: Machine Learning, Machine Learning Algorithms, Applied Machine Learning, Algorithms, Deep Learning, Machine Learning Software, Artificial Neural Networks, Human Learning, Statistical Machine Learning, Python Programming, Regression, Mathematics, Tensorflow, Critical Thinking, Network Model, Network Architecture, Reinforcement Learning
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
Stanford University
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Critical Thinking, Basic Descriptive Statistics, Data Analysis, Statistical Tests, Mathematics, Probability Distribution, Statistical Visualization
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 San Diego
Skills you'll gain: Data Analysis, Big Data, Data Management, Databases, Data Model, Exploratory Data Analysis, Machine Learning, Data Structures, Data Analysis Software, SQL, Data Mining, Distributed Computing Architecture, Apache, Database Design, Graph Theory, Probability & Statistics, Statistical Programming, Mathematics, Data Architecture, Data Warehousing, Machine Learning Algorithms, Process Analysis, Leadership and Management, Cloud Computing, PostgreSQL, Python Programming, Statistical Visualization, Algorithms, Human Learning
University of Colorado Boulder
Skills you'll gain: Probability & Statistics, General Statistics, Probability Distribution, Estimation, Statistical Tests, Mathematics, Correlation And Dependence, Calculus
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
University of Michigan
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Statistical Tests, Basic Descriptive Statistics, Probability Distribution, Python Programming, Statistical Visualization, Mathematics, Plot (Graphics), Regression, Estimation, Correlation And Dependence, Critical Thinking, Data Visualization, Exploratory Data Analysis, Computer Programming, Bayesian Statistics
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, Computer Programming Tools, Statistical Programming, Probability & Statistics, Regression
University of Pennsylvania
Skills you'll gain: Data Analysis, Business Analysis, Probability & Statistics, Statistical Analysis, Leadership and Management, Basic Descriptive Statistics, Exploratory Data Analysis, Financial Analysis, Forecasting, Data Model, Mathematics, Performance Management, Strategy, Accounting, Customer Analysis, Human Resources, Human Resources Operations, Market Analysis, Market Research, Marketing, Mathematical Theory & Analysis, Operations Management, Operations Research, Organizational Development, People Analysis, People Management, Spreadsheet Software, Talent Management, Financial Accounting, People Development, Collaboration, Finance, Regulations and Compliance
University of Colorado Boulder
Skills you'll gain: Algorithms, Theoretical Computer Science, Data Structures, Computer Programming, Graph Theory, Problem Solving, Computational Logic, Computational Thinking, Mathematical Theory & Analysis, Mathematics, Applied Mathematics, Python Programming
- Status: Free
Stanford University
Skills you'll gain: Computational Logic, Mathematics, Problem Solving, Critical Thinking
In summary, here are 10 of our most popular data science courses
- Machine Learning: DeepLearning.AI
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Introduction to Statistics: Stanford University
- Expressway to Data Science: Essential Math: University of Colorado Boulder
- Big Data: University of California San Diego
- Data Science Foundations: Statistical Inference: University of Colorado Boulder
- Advanced Statistics for Data Science: Johns Hopkins University
- Statistics with Python: University of Michigan
- Mathematics for Machine Learning: Imperial College London
- Business Analytics: University of Pennsylvania