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  • Linear Algebra

Linear Algebra Courses

Linear Algebra courses can help you learn vector spaces, matrix operations, eigenvalues, and linear transformations. You can build skills in solving systems of equations, performing dimensionality reduction, and applying concepts to data analysis and machine learning. Many courses introduce tools such as MATLAB, Python libraries like NumPy, and software for computational mathematics, that support implementing algorithms and visualizing data in various applications, including artificial intelligence and AI-driven models.

Popular Linear Algebra Courses and Certifications


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    Dassault Systèmes

    SOLIDWORKS Advanced Sketching and Reference Geometry

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Drafting and Engineering Design, Mechanical Engineering

    4.8
    Rating, 4.8 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique

    Aléatoire : une introduction aux probabilités - Partie 1

    Skills you'll gain: Probability, Simulations, Probability Distribution, Statistical Methods, Probability & Statistics, Sampling (Statistics), Interactive Data Visualization, Correlation Analysis, Mathematical Theory & Analysis, Applied Mathematics, Integral Calculus

    4.5
    Rating, 4.5 out of 5 stars
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    105 reviews

    Mixed · Course · 1 - 3 Months

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    Tableau Learning Partner

    Data Analysis with Tableau

    Skills you'll gain: Exploratory Data Analysis, Tableau Software, Data Preprocessing, Plot (Graphics), Data Analysis, Descriptive Statistics, Predictive Analytics, Box Plots, Statistical Analysis, Scatter Plots, Data Visualization Software, Trend Analysis, Analytics, Histogram, Data Manipulation, Regression Analysis, Correlation Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    111 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Introduction to Machine Learning in Sports Analytics

    Skills you'll gain: Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Predictive Analytics, Feature Engineering, Classification And Regression Tree (CART), Machine Learning Algorithms, Predictive Modeling, Machine Learning Software, Analytics, Decision Tree Learning, Machine Learning, Logistic Regression, Data Analysis, Data Analysis Software, Classification Algorithms, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of London

    Essential Mathematics for Computer Science

    Skills you'll gain: Computational Logic, Algorithms, Arithmetic, Applied Mathematics, Advanced Mathematics, Mathematics and Mathematical Modeling, Deductive Reasoning, Mathematical Theory & Analysis, Trigonometry, Geometry, Statistics, General Mathematics, Graphing, Computer Science, Mathematical Modeling, Programming Principles, Business Mathematics, Business Logic, Algebra, Problem Solving

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
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    8 reviews

    Beginner · Specialization · 3 - 6 Months

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    L

    Lund University

    Fundamentals of particle accelerator technology (NPAP MOOC)

    Skills you'll gain: Radiation Therapy, electromagnetics, Medical Devices, Engineering, Scientific, and Technical Instruments, Pump Stations, Electronics, Physics, Sustainable Technologies, Equipment Design, Materials science, Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
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    107 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    Universitat Politècnica de València

    Basic Math: Numbers and Terminology

    Skills you'll gain: Deductive Reasoning, Concept Of Operations

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Calculus through Data & Modeling: Limits & Derivatives

    Skills you'll gain: Calculus, Data Analysis Software, Mathematical Software, Applied Mathematics, Data Analysis, Analysis, Mathematical Theory & Analysis, Derivatives, Advanced Mathematics, Graphing, Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    210 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations and Core Concepts of PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Fine-tuning, Machine Learning, Machine Learning Algorithms, Artificial Neural Networks, Artificial Intelligence, Model Optimization, Data Preprocessing, Regression Analysis, Software Installation, System Configuration

    4.5
    Rating, 4.5 out of 5 stars
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    54 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Images and Links in HTML

    Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Web Design, Web Content, Web Design and Development, Web Development, Web Presence, Information Architecture

    4.7
    Rating, 4.7 out of 5 stars
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    331 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Robotics, Mechanics, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Mathematical Modeling, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Engineering Calculations, Applied Mathematics, Linear Algebra, Graphical Tools, Estimation

    4.7
    Rating, 4.7 out of 5 stars
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    104 reviews

    Intermediate · Course · 1 - 4 Weeks

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Statistical Classification (17)
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Linear Algebra (10)
Linear Regression (9)
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