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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


  • É

    École Polytechnique Fédérale de Lausanne

    Digital Signal Processing 3: Analog vs Digital

    Skills you'll gain: Digital Signal Processing, Electrical Engineering, Communication Systems, Electronics, Telecommunications, Linear Algebra, Applied Mathematics

    4.8 stars, 97 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (97) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Battery State-of-Charge (SOC) Estimation

    Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Fine-tuning, Applied Mathematics

    4.7 stars, 254 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (254) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Survival Analysis in R for Public Health

    Skills you'll gain: Biostatistics, Statistical Analysis, R (Software), R Programming, Statistical Methods, Data Wrangling, Regression Analysis, Exploratory Data Analysis, Statistical Software, Data Analysis, Logistic Regression, Probability & Statistics, Statistical Modeling, Descriptive Statistics, Model Evaluation, Public Health

    4.5 stars, 331 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (331) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    New York University

    Fundamentals of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Machine Learning Methods, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Decision Tree Learning, Machine Learning, Machine Learning Software, Financial Trading, Financial Market, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Market Data, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks

    3.7 stars, 345 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.7 (345) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The University of Melbourne

    Alternative Approaches to Valuation and Investment

    Skills you'll gain: Financial Statement Analysis, Financial Analysis, Portfolio Risk, Investments, Investment Management, Financial Statements, Business Valuation, Capital Budgeting, Portfolio Management, Risk Modeling, Return On Investment, Risk Management, Finance, Risk Analysis, Financial Market, Risk Appetite, Corporate Finance, Cost Estimation, Decision Making, Correlation Analysis

    4.7 stars, 320 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (320) · Mixed · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Física: Dimensión y Movimiento

    Skills you'll gain: Graphing, Systems Of Measurement, Physics, Integral Calculus, Scientific Visualization, Calculus, Mechanics, Physical Science, Estimation, Applied Mathematics, Algebra, Derivatives

    4.6 stars, 210 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (210) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado System

    Classical Cryptosystems and Core Concepts

    Skills you'll gain: Cryptography, Cybersecurity, Encryption, Public Key Cryptography Standards (PKCS), Brute-force attacks

    4.5 stars, 430 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (430) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Applied Machine Learning, Image Quality, Machine Learning Methods, Environmental Monitoring, Spatial Analysis, Spatial Data Analysis, Computer Vision, Statistical Methods, Convolutional Neural Networks, Dimensionality Reduction, Statistical Analysis, Feature Engineering, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning, Engineering, Scientific, and Technical Instruments, Supervised Learning

    4.7 stars, 186 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.7 (186) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • J

    Johns Hopkins University

    Data Literacy

    Skills you'll gain: Surveys, Survey Creation, Data Literacy, Data Visualization, Peer Review, Research Design, Statistics, Probability & Statistics, Data Presentation, Sampling (Statistics), Regression Analysis, Descriptive Statistics, Research, Probability, Quantitative Research, Analytics, Probability Distribution, Logistic Regression, Correlation Analysis, Statistical Hypothesis Testing

    4.6 stars, 271 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (271) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Codio

    C++: Non-Linear Data Structures

    Skills you'll gain: Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)

    4.7 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    Edge Impulse

    Computer Vision with Embedded Machine Learning

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Artificial Neural Networks, Embedded Systems, Deep Learning, Model Deployment, Data Ethics, Responsible AI, Model Training, Machine Learning, Computer Programming, Classification Algorithms, Model Evaluation, Python Programming

    4.8 stars, 168 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (168) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • F

    Fractal Analytics

    Quantum Computing For Everyone - An Introduction

    Skills you'll gain: Computing Platforms, Cybersecurity, Linear Algebra, Critical Thinking, Probability & Statistics

    4.1 stars, 114 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (114) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
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Skills you can learn in Machine Learning

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Artificial Neural Network (24)
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Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
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Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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