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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

    • Status: Free
      Free
      T

      The Chinese University of Hong Kong

      Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

      Skills you'll gain: SPSS, Social Sciences, Statistical Modeling, Quantitative Research, Statistical Methods, Statistical Analysis, Correlation Analysis, Data Analysis Software, Sociology, Mathematical Modeling, Regression Analysis, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      93 reviews

      Mixed · Course · 3 - 6 Months

    • P

      Packt

      Practical Quantum Computing with IBM Qiskit for Beginners

      Skills you'll gain: IBM Cloud, Cryptography, Algorithms, Python Programming, Linear Algebra, Programming Principles, Computer Science, Theoretical Computer Science, Emerging Technologies, Test Case, Jupyter, Physics, Simulations, Software Installation, Debugging, Development Environment

      Beginner · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Bring Your Story to Life – Video Post-Production

      Skills you'll gain: Adobe Premiere, Post-Production, Video Editing, Video Production, Adobe Creative Cloud, Media Production, Editing, Storyboarding, Graphic and Visual Design, Multimedia, Storytelling, Timelines, File Management, Creativity, Quality Assurance

      4.7
      Rating, 4.7 out of 5 stars
      ·
      39 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      C

      Codio

      Java: Linear Data Structures and Trees

      Skills you'll gain: Data Structures, Java, Programming Principles, Algorithms, Computer Programming, Object Oriented Programming (OOP)

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      S

      SkillUp EdTech

      ASQ-Certified Six Sigma Yellow Belt Exam Prep Specialization

      Skills you'll gain: Process Mapping, Root Cause Analysis, Lean Six Sigma, Lean Methodologies, Correlation Analysis, Process Improvement, Quality Improvement, Lean Manufacturing, Six Sigma Methodology, Regression Analysis, Statistical Methods, Statistics, Continuous Improvement Process, Data Collection, Descriptive Statistics, Statistical Hypothesis Testing, Probability & Statistics, Process Optimization, Process Management, Risk Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      15 reviews

      Beginner · Specialization · 3 - 6 Months

    • H

      Hebrew University of Jerusalem

      Invitation to Mathematics הזמנה למתמטיקה

      Skills you'll gain: Calculus, Advanced Mathematics, Integral Calculus, Trigonometry, Mathematical Theory & Analysis, Geometry, Algebra, Applied Mathematics, Derivatives

      4.4
      Rating, 4.4 out of 5 stars
      ·
      71 reviews

      Mixed · Course · 1 - 3 Months

    • I

      Instituto Tecnológico de Aeronáutica

      Controle de Sistemas no Plano-s

      Skills you'll gain: Control Systems, Matlab, System Design and Implementation, Systems Engineering, Simulations, System Requirements

      4.8
      Rating, 4.8 out of 5 stars
      ·
      100 reviews

      Intermediate · Course · 1 - 3 Months

    • U

      Universidad de los Andes

      Análisis estático lineal y no lineal de estructuras

      Skills you'll gain: Structural Analysis, Engineering Analysis, Civil Engineering, Finite Element Methods, Numerical Analysis, Program Development, Linear Algebra, Python Programming, Simulation and Simulation Software

      Advanced · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Integral Calculus and Numerical Analysis for Data Science

      Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives

      4.6
      Rating, 4.6 out of 5 stars
      ·
      95 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      AI Workflow: Data Analysis and Hypothesis Testing

      Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation

      4.3
      Rating, 4.3 out of 5 stars
      ·
      123 reviews

      Advanced · Course · 1 - 4 Weeks

    • T

      The University of Melbourne

      Solving Algorithms for Discrete Optimization

      Skills you'll gain: Operations Research, Advanced Mathematics, Combinatorics, Algorithms, Applied Mathematics, Graph Theory, Mathematical Modeling, Computational Thinking, Performance Tuning, Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      43 reviews

      Intermediate · Course · 1 - 4 Weeks

    • I

      Instituto Tecnológico de Aeronáutica

      Introdução ao Controle Moderno

      Skills you'll gain: Control Systems, Matlab, Engineering Analysis, Simulations, Systems Analysis, System Design and Implementation, Mathematical Modeling, Differential Equations, Linear Algebra, Estimation

      4.8
      Rating, 4.8 out of 5 stars
      ·
      51 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话): The Chinese University of Hong Kong
    • Practical Quantum Computing with IBM Qiskit for Beginners: Packt
    • Bring Your Story to Life – Video Post-Production: University of Colorado Boulder
    • Java: Linear Data Structures and Trees: Codio
    • ASQ-Certified Six Sigma Yellow Belt Exam Prep Specialization: SkillUp EdTech
    • Invitation to Mathematics הזמנה למתמטיקה: Hebrew University of Jerusalem
    • Controle de Sistemas no Plano-s: Instituto Tecnológico de Aeronáutica
    • Análisis estático lineal y no lineal de estructuras: Universidad de los Andes
    • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
    • AI Workflow: Data Analysis and Hypothesis Testing: IBM

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    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)

    Frequently Asked Questions about Linear Algebra

    Linear algebra courses on Coursera cover a wide array of fundamental and advanced topics, enabling learners to:

    • Understand vectors and matrices and their applications in various fields
    • Learn methods for solving systems of linear equations
    • Explore eigenvalues and eigenvectors and their significance in transformations
    • Apply linear algebra concepts to computer graphics, data analysis, and more
    • Discover how linear algebra supports machine learning and artificial intelligence algorithms‎

    No prior experience in advanced mathematics is required to start with the introductory linear algebra courses available on Coursera. These courses are designed to accommodate learners at different proficiency levels:

    • Beginners can start with basic concepts of vectors and matrix operations.
    • Intermediate learners can delve into more complex subjects such as linear transformations and space.
    • Advanced learners can tackle topics like abstract vector spaces and computational linear algebra.‎

    Coursera offers various credentials through its linear algebra courses, designed to cater to both novices and professionals:

    • Course certificates that validate your knowledge of linear algebra fundamentals
    • Professional certificates that demonstrate your specialized skills in mathematics
    • Specializations with focused expertise in advanced linear algebra topics‎

    Looking to enhance your team's linear algebra skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our linear algebra training options and make a purchase, please visit our Coursera for Teams page.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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