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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

      Corporate Finance Institute

      Practical Data Science for Data Analysts

      Skills you'll gain: Feature Engineering, Data Import/Export, Matplotlib, Exploratory Data Analysis, Data Science, Regression Analysis, Financial Data, Data Analysis, Business Analytics, Data Cleansing, Data Literacy, Pandas (Python Package), Machine Learning Algorithms, Financial Analysis, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Classification And Regression Tree (CART), Statistical Modeling, Statistical Analysis

      4.9
      Rating, 4.9 out of 5 stars
      ·
      11 reviews

      Advanced · Specialization · 3 - 6 Months

    • J

      Johns Hopkins University

      Calculus through Data & Modeling: Applying Differentiation

      Skills you'll gain: Applied Mathematics, Estimation, Numerical Analysis, Calculus, Cost Estimation, Mathematical Modeling, Operations Research, Derivatives, Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      53 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      L

      Lund University

      Fundamentals of particle accelerator technology (NPAP MOOC)

      Skills you'll gain: Magnetic Resonance Imaging, Laboratory Equipment, Radiation Protection, Electrical Engineering, Electronics, Medical Equipment and Technology, Physics, Electronic Systems, Equipment Design, Control Systems, Mathematical Modeling

      4.7
      Rating, 4.7 out of 5 stars
      ·
      104 reviews

      Intermediate · Course · 1 - 3 Months

    • P

      Packt

      Quantum Computing with Qiskit and Advanced Algorithms

      Skills you'll gain: Algorithms, IBM Cloud, Python Programming, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming, Computational Thinking, Jupyter, Emerging Technologies, Linear Algebra, Simulations

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      K

      Koç University

      Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications

      Skills you'll gain: Integral Calculus, Calculus, Differential Equations, Advanced Mathematics, Applied Mathematics, Engineering Analysis, Linear Algebra, Mathematical Theory & Analysis, Physics, Derivatives

      4.4
      Rating, 4.4 out of 5 stars
      ·
      14 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Data Driven Decision Making

      Skills you'll gain: Statistical Hypothesis Testing, Correlation Analysis, Data Visualization, Statistical Software, Statistical Analysis, Statistical Methods, Data Analysis, Analytical Skills, Data-Driven Decision-Making, Engineering Management, R Programming, Probability & Statistics, Variance Analysis, Regression Analysis

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      27 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      U
      S

      Multiple educators

      Sustainable and Circular Product Development

      Skills you'll gain: Packaging and Labeling, Human Centered Design, Environmental Regulations, Design Thinking, Product Development, Product Design, Business Leadership, Reverse Logistics, Waste Minimization, Corporate Sustainability, Environmental Laws, Product Lifecycle Management, Industrial Design, Environmental Engineering, Process Engineering, Design Strategies, Logistics, Sustainability Reporting, Environmental Science, Material Handling

      4.4
      Rating, 4.4 out of 5 stars
      ·
      7 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free
      Free
      É

      École normale supérieure

      Introduction à la théorie de Galois

      Skills you'll gain: Algebra, Linear Algebra, Combinatorics, Arithmetic, Advanced Mathematics, Mathematics and Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      67 reviews

      Mixed · Course · 1 - 3 Months

    • U

      University of Michigan

      Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers

      Skills you'll gain: Patient Education And Counseling, Epidemiology, Health Policy, Preventative Care, Public Health, Pharmacology, Crisis Intervention, Mental and Behavioral Health, Treatment Planning, Care Coordination, Risk Analysis, Motivational Interviewing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      51 reviews

      Beginner · Course · 1 - 3 Months

    • P

      Packt

      R Programming for Statistics and Data Science

      Skills you'll gain: R Programming, Exploratory Data Analysis, Statistical Hypothesis Testing, Ggplot2, Data Manipulation, Data Science, Tidyverse (R Package), Data Structures, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Inference, Probability & Statistics, Data Transformation, Integrated Development Environments

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Understand Best Practices with Canvas

      Skills you'll gain: Learning Management Systems, Information Architecture, Content Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      32 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • 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

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    1…373839…54

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

    • Practical Data Science for Data Analysts: Corporate Finance Institute
    • Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
    • Fundamentals of particle accelerator technology (NPAP MOOC): Lund University
    • Quantum Computing with Qiskit and Advanced Algorithms: Packt
    • Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications: Koç University
    • Data Driven Decision Making: University of Colorado Boulder
    • Sustainable and Circular Product Development: University of Colorado Boulder
    • Introduction à la théorie de Galois: École normale supérieure
    • Impacting the Opioid Crisis: Prevention, Education, and Practice for Non-Prescribing Providers: University of Michigan
    • R Programming for Statistics and Data Science: Packt

    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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