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Explore the Free Linear Algebra Course Catalog
Johns Hopkins University
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, Analytical Skills, Probability & Statistics, Linear Algebra, Geometry, Calculus
DeepLearning.AI
Skills you'll gain: Descriptive Statistics, Bayesian Statistics, Statistical Hypothesis Testing, Probability & Statistics, Sampling (Statistics), Probability Distribution, Probability, Linear Algebra, Statistical Inference, A/B Testing, Statistical Analysis, Applied Mathematics, NumPy, Calculus, Dimensionality Reduction, Machine Learning, Jupyter, Python Programming, Data Manipulation, Data Science
University of Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Systems Development, Simulations, Solution Architecture, Markov Model, Supervised Learning, Artificial Neural Networks, Applied Machine Learning, Performance Testing, Algorithms, Statistical Methods, Pseudocode, Linear Algebra, Probability Distribution
DeepLearning.AI
Skills you'll gain: Linear Algebra, NumPy, Dimensionality Reduction, Jupyter, Data Manipulation, Data Science, Machine Learning Algorithms, Applied Mathematics, Python Programming
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Machine Learning Algorithms, Geometry, Machine Learning Methods, Statistical Analysis, Artificial Neural Networks, Algorithms, Data Manipulation, Mathematical Modeling
University of London
Skills you'll gain: Financial Statements, Business Planning, Sampling (Statistics), Leadership and Management, Descriptive Statistics, Organizational Structure, Team Building, Data Presentation, Professional Networking, Team Management, Change Management, Business Mathematics, Statistics, Business Strategy, Professional Development, Resource Allocation, Competitive Analysis, Linear Algebra, Mathematical Modeling, Business Strategies
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Transformation, Data Science, Machine Learning Methods, Algorithms, Data Manipulation, Python Programming
- Status: Free
University of Washington
Skills you'll gain: Machine Learning Methods, Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Computer Vision, Reinforcement Learning, Computational Thinking, Mathematical Modeling, Linear Algebra, Data Analysis, Information Architecture, Probability & Statistics
Johns Hopkins University
Skills you'll gain: Artificial Neural Networks, Image Analysis, Event-Driven Programming, C and C++, Scalability, Applied Machine Learning, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning, Linear Algebra, Distributed Computing, Computer Hardware, Mathematical Software, Computer Vision, Computer Architecture, Computer Systems, Data Structures, Performance Testing, System Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Differential Equations, Linear Algebra, Matlab, Engineering Calculations, Engineering Analysis, Numerical Analysis, Finite Element Methods, Integral Calculus, Mechanical Engineering, Calculus, Algebra, Applied Mathematics, Mathematical Modeling, Engineering, Civil Engineering, Advanced Mathematics, Geometry, Computational Thinking, Mathematical Theory & Analysis, Simulation and Simulation Software
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Digital Communications, Image Analysis, Electrical Engineering, Electrical and Computer Engineering, Embedded Systems, Electronic Systems, Engineering Analysis, Programming Principles, Computer Engineering, Numerical Analysis, Advanced Mathematics, Algorithms, Linear Algebra, Systems Of Measurement, Mathematical Modeling, Calculus, Basic Electrical Systems, Python Programming, Applied Mathematics, Time Series Analysis and Forecasting
University of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Data Structures, Graph Theory, Operations Research, Public Key Cryptography Standards (PKCS), Computational Thinking, Combinatorics, Computer Programming, Programming Principles, Cryptography, Computer Science, Numerical Analysis, Advanced Mathematics, Encryption, Network Model, Linear Algebra, Data Science, Mathematical Modeling, Program Development
In summary, here are 10 of our most popular free courses
- Algebra: Elementary to Advanced: Johns Hopkins University
- Mathematics for Machine Learning and Data Science: DeepLearning.AI
- Reinforcement Learning: University of Alberta
- Linear Algebra for Machine Learning and Data Science: DeepLearning.AI
- Mathematics for Machine Learning: Imperial College London
- International Business Essentials: University of London
- Mathematics for Machine Learning: Linear Algebra: Imperial College London
- Computational Neuroscience: University of Washington
- GPU Programming: Johns Hopkins University
- Mathematics for Engineers: The Hong Kong University of Science and Technology