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Choose the Linear Algebra for Data Science Course That Aligns Best With Your Educational Goals
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
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
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, 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
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 Colorado Boulder
Skills you'll gain: Algorithms, Leadership and Management, Mathematics, Probability & Statistics, General Statistics, Problem Solving, Theoretical Computer Science, Computer Programming, Communication, Databases, Critical Thinking, Data Structures, Data Management, Estimation, Finance, Data Analysis, Design and Product, Research and Design, Systems Design, Mathematical Theory & Analysis, Database Design, Hardware Design, Writing, Data Model, Project Management, Strategy and Operations, Machine Learning, Probability Distribution, SQL, Computational Logic, Decision Making, Strategy, Database Theory, Database Administration, PostgreSQL, Computer Architecture, Operating Systems, Computational Thinking, Computer Programming Tools, Graph Theory, Planning, Process Analysis, Statistical Tests, Internet Of Things, Correlation And Dependence, Database Application, Financial Analysis, Statistical Analysis, Algebra, Business Communication, Machine Learning Algorithms, Product Management, Regression, Agile Software Development, Business Analysis, Data Visualization, Product Design, Professional Development, Statistical Machine Learning, Computer Networking, Accounting, Business Process Management, Cost Accounting, Creativity, Linear Algebra, Python Programming, Material Handling, People Management, Programming Principles, Statistical Programming, System Programming, Deep Learning, Calculus, Investment Management, Organizational Development, Risk Management, Business Design, Entrepreneurship, Experiment, Performance Management, Product Development, Scrum (Software Development), System Security, Computer Vision, Business Intelligence, Differential Equations, Financial Accounting, Network Security, Product Lifecycle, System Software, Visual Design, Cloud Computing, Microarchitecture, Financial Management, Graphic Design, Security Engineering, Applied Machine Learning, Big Data, Collaboration, Distributed Computing Architecture, Innovation, Market Analysis, Marketing, Network Architecture, Software Engineering, Software Testing, Amazon Web Services, Cloud Applications, Cloud Platforms, Cloud Standards, Security Strategy, Adaptability, Applied Mathematics, Budget Management, Leadership Development, Linux, Network Analysis, Operations Management, Market Research, NoSQL, Cryptography, Data Mining, Negotiation, Product Strategy, R Programming, Software-Defined Networking, Dimensionality Reduction, Forecasting, Kubernetes, Business, Computer Science, Data Science, Data Warehousing, Resilience
Johns Hopkins University
Skills you'll gain: Python Programming, Machine Learning, Computer Programming, Artificial Neural Networks, C Programming Language Family, C++ Programming, Algorithms, Data Science, Linear Algebra
University of Colorado Boulder
Skills you'll gain: General Statistics, Probability & Statistics, Regression, Statistical Analysis, Experiment, Statistical Tests, Calculus, Linear Algebra, R Programming
University of Colorado Boulder
Skills you'll gain: Algebra, Mathematics, Calculus, Differential Equations, Mathematical Theory & Analysis, Plot (Graphics), Linear Algebra, Problem Solving, Applied Mathematics, Graph Theory
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University of Washington
Skills you'll gain: Mathematics, Computer Programming, Mathematical Theory & Analysis, Probability & Statistics, Python Programming, Computational Logic, Data Analysis, Artificial Neural Networks, Computational Thinking, Linear Algebra, Human Learning
DeepLearning.AI
Skills you'll gain: Algebra, Linear Algebra, Machine Learning
Johns Hopkins University
Skills you'll gain: General Statistics, Probability & Statistics, Linear Algebra, Mathematics, Regression, Algebra, Correlation And Dependence
In summary, here are 10 of our most popular data science courses
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Expressway to Data Science: Essential Math: University of Colorado Boulder
- Deep Learning: DeepLearning.AI
- Advanced Statistics for Data Science: Johns Hopkins University
- Mathematics for Machine Learning: Imperial College London
- Master of Science in Data Science: University of Colorado Boulder
- GPU Programming: Johns Hopkins University
- Statistical Modeling for Data Science Applications: University of Colorado Boulder
- Algebra and Differential Calculus for Data Science: University of Colorado Boulder
- Computational Neuroscience: University of Washington