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    • Linear Algebra

    Linear Algebra Courses Online

    Study linear algebra for mathematical and engineering applications. Learn about matrices, vectors, and linear transformations.

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    Explore the Linear Algebra Course Catalog

    • C

      Coursera Project Network

      Linear Regression with Python

      Skills you'll gain: Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Supervised Learning, Deep Learning, Statistical Modeling, Regression Analysis, NumPy, Python Programming, Data Science

      4.6
      Rating, 4.6 out of 5 stars
      ·
      431 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      K

      Korea Advanced Institute of Science and Technology(KAIST)

      Differential Equations Part I Basic Theory

      Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Vibrations, Mechanics

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.4K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      T

      The University of Sydney

      Introduction to Calculus

      Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Engineering Calculations, Geometry, Trigonometry, Graphing, Mathematical Modeling, Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.9K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      S

      Stanford University

      Introduction to Mathematical Thinking

      Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Deductive Reasoning, Calculus, Logical Reasoning, Computational Logic, General Mathematics

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Advanced Linear Models for Data Science 1: Least Squares

      Skills you'll gain: Linear Algebra, Regression Analysis, Mathematical Modeling, R Programming, Data Science, Advanced Mathematics, Applied Mathematics, Statistical Modeling, Statistics, Derivatives

      4.5
      Rating, 4.5 out of 5 stars
      ·
      187 reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: Multivariate Calculus

      Skills you'll gain: Regression Analysis, Calculus, Integral Calculus, Machine Learning Methods, Statistical Analysis, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Artificial Neural Networks, Predictive Modeling, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.7K reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      U

      University of Colorado Boulder

      Introduction to Python for Scientific Computing

      Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Matplotlib, Debugging, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Programming Principles, Computational Thinking, Engineering Analysis, Data Analysis, Computer Programming

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Fundamental Linear Algebra Concepts with Python

      Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Numerical Analysis, Algebra, Python Programming, Data Manipulation

      4.5
      Rating, 4.5 out of 5 stars
      ·
      17 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Calculus for Machine Learning and Data Science

      Skills you'll gain: Calculus, Applied Mathematics, Advanced Mathematics, Numerical Analysis, Mathematical Modeling, Deep Learning, Machine Learning, Artificial Neural Networks, Python Programming, Visualization (Computer Graphics), Derivatives

      4.8
      Rating, 4.8 out of 5 stars
      ·
      875 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Algebra: Elementary to Advanced - Equations & Inequalities

      Skills you'll gain: Algebra, Arithmetic, Graphing, Applied Mathematics, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      604 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Advanced Learning Algorithms

      Skills you'll gain: Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Deep Learning, Supervised Learning, Artificial Neural Networks, Random Forest Algorithm, Algorithms, Performance Tuning

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8.1K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Supervised Machine Learning: Regression and Classification

      Skills you'll gain: Supervised Learning, Feature Engineering, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Python Programming, NumPy, Statistical Modeling, Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      30K reviews

      Beginner · Course · 1 - 4 Weeks

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    1234…58

    In summary, here are 10 of our most popular linear algebra courses

    • Linear Regression with Python: Coursera Project Network
    • Differential Equations Part I Basic Theory: Korea Advanced Institute of Science and Technology(KAIST)
    • Introduction to Calculus: The University of Sydney
    • Introduction to Mathematical Thinking: Stanford University
    • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
    • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London
    • Introduction to Python for Scientific Computing: University of Colorado Boulder
    • Fundamental Linear Algebra Concepts with Python: Howard University
    • Calculus for Machine Learning and Data Science: DeepLearning.AI
    • Algebra: Elementary to Advanced - Equations & Inequalities: Johns Hopkins University

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
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    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

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