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Imperial College London
Skills you'll gain: Algebra, Linear Algebra, Mathematics, Machine Learning, Mathematical Theory & Analysis, Computer Programming, Python Programming, Machine Learning Algorithms, Calculus, Algorithms, Applied Machine Learning, Differential Equations, Problem Solving, Statistical Analysis, Data Visualization, Dimensionality Reduction, Statistical Programming, Regression
University of California, Santa Cruz
Skills you'll gain: C Programming Language Family, Computer Programming, Programming Principles, Algorithms, Data Structures, C++ Programming, Computational Logic, Computer Programming Tools, Computational Thinking, Critical Thinking, Mathematics, Problem Solving, Graph Theory, Theoretical Computer Science, Software Engineering
Vanderbilt University
Skills you'll gain: Computer Programming, Other Programming Languages, Matlab, Data Analysis, Algorithms, Theoretical Computer Science, Data Visualization, Mathematics, Plot (Graphics), Visualization (Computer Graphics), Computer Graphics, Statistical Machine Learning, General Statistics, Problem Solving, Programming Principles
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
The Hong Kong University of Science and Technology
Skills you'll gain: Mathematics, Calculus, Linear Algebra, Mathematical Theory & Analysis, Algebra, Differential Equations, Critical Thinking, Problem Solving, Computer Programming, Applied Mathematics, Computational Thinking, Matlab, Data Analysis, Continuous Integration, Geometry, Operational Analysis, Process Analysis, Data Science
University of California, Santa Cruz
Skills you'll gain: Bayesian Statistics, General Statistics, Probability & Statistics, Probability Distribution, Statistical Analysis, Mathematics, R Programming, Data Analysis, Estimation, Statistical Tests
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
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
DeepLearning.AI
Skills you'll gain: Machine Learning, Calculus, Differential Equations, Mathematics, Machine Learning Algorithms, Regression, Algebra, Algorithms, Artificial Neural Networks
Johns Hopkins University
Skills you'll gain: Algebra, Critical Thinking, Mathematics, Applied Mathematics, Linear Algebra, Problem Solving, Mathematical Theory & Analysis, Computational Thinking, Plot (Graphics), Decision Making
Skills you'll gain: Data Management, Databases, Big Data, SQL, Data Analysis, Data Structures, Cloud Storage, Database Theory, Apache, Database Administration, Data Analysis Software, Exploratory Data Analysis, Database Design, Database Application, Data Warehousing, Cloud Management
University of California, Davis
Skills you'll gain: Data Analysis, Data Management, Clinical Data Management, Data Model, Data Structures, Databases, Leadership and Management, Data Warehousing, Big Data, Extract, Transform, Load
In summary, here are 10 of our most popular list-comprehension courses
- Mathematics for Machine Learning: Imperial College London
- Coding for Everyone: C and C++: University of California, Santa Cruz
- MATLAB Programming for Engineers and Scientists: Vanderbilt University
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Mathematics for Engineers: The Hong Kong University of Science and Technology
- Bayesian Statistics: From Concept to Data Analysis: University of California, Santa Cruz
- Foundations of Data Structures and Algorithms: University of Colorado Boulder
- Advanced Statistics for Data Science: Johns Hopkins University
- Calculus for Machine Learning and Data Science: DeepLearning.AI
- Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University
