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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


  • T

    The University of Chicago

    Machine Learning: Concepts and Applications

    Skills you'll gain: Keras (Neural Network Library), Machine Learning Methods, Unsupervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Statistical Machine Learning, Machine Learning Software, Decision Tree Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Classification Algorithms, Supervised Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm, Model Training, Dimensionality Reduction, Model Evaluation, Data Preprocessing

    ★ 3.9 (25) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Techniques of Design-Oriented Analysis

    Skills you'll gain: Power Electronics, Control Systems, Electronic Systems, Electrical Engineering, Electronics Engineering, Engineering Analysis, Electrical Systems, Simulation and Simulation Software, Matlab, Technical Design, Network Analysis, Scripting

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

  • U

    Universidad Nacional Autónoma de México

    Trigonometría y geometría analítica

    Skills you'll gain: Trigonometry, Geometry, Mathematical Modeling, Applied Mathematics, Algebra, Graphing, Systems Of Measurement

    ★ 4.7 (60) · Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Excel Regression Models for Business Forecasting

    Skills you'll gain: Forecasting, Regression Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Model Evaluation, Microsoft Excel, Statistical Modeling, Statistical Methods, Correlation Analysis, Statistical Analysis, Data Visualization, Data Visualization Software

    ★ 4.9 (112) · Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Precalculus: Periodic Functions

    Skills you'll gain: Trigonometry, Systems Of Measurement, General Mathematics, Geometry, Mathematical Modeling, Graphing, Algebra, Applied Mathematics

    ★ 4.7 (109) · Beginner · Course · 1 - 3 Months

  • I

    Instituto Tecnológico de Aeronáutica

    Introdução ao Controle Moderno

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

    ★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Machine Learning: Supervised Learning

    Skills you'll gain: Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Model Training, Model Optimization

    ★ 4.4 (30) · Intermediate · Course · 1 - 3 Months

  • U
    S

    Multiple educators

    Sustainable and Circular Product Development

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Packaging and Labeling, Human Centered Design, Sustainable Engineering, Sustainable Business, Environmental Regulations, Sustainability Standards, Design Thinking, Strategic Leadership, Product Engineering, Product Development, Organizational Leadership, Product Design, Business Leadership, Sustainable Systems, Sustainable Development, Regulatory Compliance, Waste Minimization, Environmental Laws

    ★ 4.8 (32) · Intermediate · Specialization · 3 - 6 Months

  • U

    Universiteit Leiden

    Population Health: Predictive Analytics

    Skills you'll gain: Predictive Analytics, Predictive Modeling, Model Evaluation, R Programming, Preventative Care, Statistical Modeling, Sample Size Determination, Regression Analysis, Statistical Machine Learning, Precision Medicine, Data Preprocessing, Diagnostic Tests

    ★ 4.6 (25) · Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Machine Learning Methods, Supervised Learning, Classification Algorithms, Decision Tree Learning, Data Science, Machine Learning Algorithms, Data Analysis, Machine Learning, Correlation Analysis, Bayesian Network, Algorithms, Artificial Neural Networks, Model Evaluation

    ★ 4.3 (72) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Los portafolios y las inversiones en el mercado de capitales

    Skills you'll gain: Portfolio Management, Investments, Investment Management, Financial Market, Portfolio Risk, Capital Markets, Finance, Equities, Market Liquidity, Risk Modeling, Risk Analysis, Financial Modeling, Asset Management, Return On Investment, Financial Analysis, Risk Management, Market Dynamics, Business Valuation, Correlation Analysis

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

  • T

    The Chinese University of Hong Kong

    Solving Algorithms for Discrete Optimization

    Skills you'll gain: Operations Research, Model Optimization, Computational Logic, Combinatorics, Algorithms, Applied Mathematics, Mathematical Modeling, Mathematical Software, Computational Thinking, Decision Support Systems, Data Transformation, Theoretical Computer Science, Performance Tuning, Linear Algebra

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

1…394041…72

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

  • Machine Learning: Concepts and Applications: The University of Chicago
  • Techniques of Design-Oriented Analysis: University of Colorado Boulder
  • Trigonometría y geometría analítica: Universidad Nacional Autónoma de México
  • Excel Regression Models for Business Forecasting: Macquarie University
  • Precalculus: Periodic Functions: Johns Hopkins University
  • Introdução ao Controle Moderno: Instituto Tecnológico de Aeronáutica
  • Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
  • Sustainable and Circular Product Development: University of Colorado Boulder
  • Population Health: Predictive Analytics: Universiteit Leiden
  • Data Mining Methods: University of Colorado Boulder

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)

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