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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

    • U

      Universidad Nacional Autónoma de México

      In core nuclear fuel management

      Skills you'll gain: Thermal Management, Process Engineering, Chemical Engineering, Energy and Utilities, Engineering Design Process, Engineering Calculations, Control Systems, Cost Estimation, Mathematical Modeling, Simulation and Simulation Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      8 reviews

      Advanced · Course · 1 - 3 Months

    • U

      University of Colorado Boulder

      Requirement Specifications for Autonomous Systems

      Skills you'll gain: Computational Logic, Theoretical Computer Science, System Requirements, Agentic systems, Verification And Validation, Mathematical Modeling, Control Systems, Linear Algebra, Computer Science, Applied Mathematics

      Build toward a degree

      Intermediate · Course · 1 - 3 Months

    • F

      Fractal Analytics

      Foundations of Machine Learning

      Skills you'll gain: Applied Machine Learning, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Feature Engineering, Unsupervised Learning, Application Deployment, Predictive Modeling, Statistical Modeling, Data Processing, Anomaly Detection, Data Manipulation, Data Cleansing, Exploratory Data Analysis

      4.5
      Rating, 4.5 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Columbia University

      3D Reconstruction - Multiple Viewpoints

      Skills you'll gain: Image Analysis, Computer Graphics, Virtual Reality, Computer Vision, Visualization (Computer Graphics), Linear Algebra

      4.7
      Rating, 4.7 out of 5 stars
      ·
      40 reviews

      Beginner · Course · 1 - 3 Months

    • C

      Codio

      Data Science and Analysis Tools - from Jupyter to R Markdown

      Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Dashboard, Tidyverse (R Package), Data Analysis, Interactive Data Visualization, Data Import/Export, Data Visualization

      3.9
      Rating, 3.9 out of 5 stars
      ·
      22 reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Time Series Data Visualization And Analysis Techniques

      Skills you'll gain: Time Series Analysis and Forecasting, Data Visualization Software, Statistical Visualization, Plot (Graphics), Box Plots, Anomaly Detection, Heat Maps, Exploratory Data Analysis, Data Processing

      4.4
      Rating, 4.4 out of 5 stars
      ·
      17 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • U

      University of Colorado Boulder

      Statistics and Data Analysis with Excel, Part 2

      Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Sampling (Statistics), Statistical Methods, Microsoft Excel, Probability & Statistics, Data Analysis, Regression Analysis, Probability Distribution

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 3 Months

    • N

      Northeastern University

      Machine Learning for Healthcare Professionals

      Skills you'll gain: Data Mining, Health Informatics, Acute Care, Emerging Technologies, Big Data, Predictive Modeling, Machine Learning, Applied Machine Learning, Data Analysis, Correlation Analysis, Artificial Intelligence, Healthcare Industry Knowledge, Home Health Care, Generative AI

      Mixed · Course · 1 - 4 Weeks

    • U

      University of Colorado Boulder

      Advanced Spacecraft Dynamics and Control

      Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      14 reviews

      Advanced · Specialization · 1 - 3 Months

    • U

      University of California, Irvine

      Cluster Analysis, Association Mining, and Model Evaluation

      Skills you'll gain: Unsupervised Learning, Data Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Modeling, Classification And Regression Tree (CART), Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Supervised Learning, AI Personalization, Cross Selling

      4.5
      Rating, 4.5 out of 5 stars
      ·
      43 reviews

      Intermediate · Course · 1 - 4 Weeks

    • T

      The State University of New York

      Player Evaluation, Team Performance and Roster Management

      Skills you'll gain: Performance Analysis, Analytics, Data-Driven Decision-Making, Data Analysis, Scheduling, Labor Relations, Team Performance Management, Linear Algebra, Contract Management, Contract Negotiation, R Programming

      5
      Rating, 5 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      U

      University of Colorado Boulder

      Modern Video Editing Techniques

      Skills you'll gain: Video Editing, Storyboarding, Post-Production, Editing, Video Production, Animations, Writing and Editing, Typography

      Beginner · Course · 1 - 4 Weeks

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    1…404142…54

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

    • In core nuclear fuel management: Universidad Nacional Autónoma de México
    • Requirement Specifications for Autonomous Systems: University of Colorado Boulder
    • Foundations of Machine Learning : Fractal Analytics
    • 3D Reconstruction - Multiple Viewpoints: Columbia University
    • Data Science and Analysis Tools - from Jupyter to R Markdown: Codio
    • Time Series Data Visualization And Analysis Techniques : Coursera Project Network
    • Statistics and Data Analysis with Excel, Part 2: University of Colorado Boulder
    • Machine Learning for Healthcare Professionals: Northeastern University
    • Advanced Spacecraft Dynamics and Control: University of Colorado Boulder
    • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine

    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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