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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 Hong Kong University of Science and Technology

    General Relativity I: Theoretical Foundations

    Skills you'll gain: Physics, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Advanced Mathematics, Mechanics, Applied Mathematics, Derivatives

    ★ 4.9 (7) · Mixed · Course · 1 - 4 Weeks

  • A

    American Psychological Association

    Data Exploration in Psychology

    Skills you'll gain: Regression Analysis, Correlation Analysis, Statistical Software, Data Visualization, Statistical Analysis, Descriptive Statistics, Histogram, Data Analysis, Data Presentation, Exploratory Data Analysis, Data Visualization Software, Data Literacy, Probability & Statistics, Analysis, Graphing, Variance Analysis, Statistical Visualization, Statistical Methods, Probability Distribution, Social Sciences

    ★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    AI Engineer Explorer Course

    Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Statistical Machine Learning, Statistics, Scientific Visualization, Probability, Artificial Intelligence and Machine Learning (AI/ML), Statistical Analysis, Computer Programming

    Intermediate · Course · 1 - 3 Months

  • S

    SAS

    Data Literacy in Practice

    Skills you'll gain: Exploratory Data Analysis, Data Visualization, Data Literacy, Data Presentation, Data Storytelling, Data Analysis, Data Cleansing, Data Preprocessing, Data Wrangling, Analysis, Correlation Analysis

    ★ 4.9 (9) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Unity: Design & Implement Advanced Rendering Effects

    Skills you'll gain: Unity Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Image Quality, Linear Algebra, Scripting

    ★ 4.5 (14) · Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Regression Analysis for Statistics & Machine Learning in R

    Skills you'll gain: Data Cleansing, Data Wrangling, R Programming, Data Preprocessing, Applied Machine Learning, Statistical Analysis, R (Software), Model Evaluation, Statistical Machine Learning, Classification And Regression Tree (CART), Statistical Programming, Statistical Modeling, Logistic Regression, Machine Learning Methods, Random Forest Algorithm, Data Transformation, Statistical Methods, Model Training, Predictive Modeling, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    XHTML Full Stack Development with PHP Projects

    Skills you'll gain: PHP (Scripting Language), File I/O, Web Applications, Usability, Information Architecture, Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Front-End Web Development, MySQL, User Experience Design, Browser Compatibility, User Interface (UI), User Interface and User Experience (UI/UX) Design, HTML and CSS, Data Import/Export, Verification And Validation, User Interface (UI) Design, Server Side, Semantic Web

    ★ 4.7 (24) · Beginner · Specialization · 1 - 3 Months

  • W

    Workday

    Workday Payroll for Business Users

    Skills you'll gain: Workday (Software), Payroll Processing, Payroll, Payroll Systems, Payroll Administration, Benefits Enrollment Processes, Payroll Reporting, Benefits Administration, Human Resources Software, Business Reporting, Payroll Tax, Workforce Management, Business Process, Organizational Structure, Staff Management, Data Maintenance, Information Architecture

    ★ 4.9 (7) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Choisir la Meilleure Méthode pour Illustrer les Données

    Skills you'll gain: Datamaps, Interactive Data Visualization, Data Visualization, Data Visualization Software, Statistical Visualization, Data Storytelling, Plot (Graphics), Data Access, Correlation Analysis, Exploratory Data Analysis, Data Preprocessing, Data Science, Data Analysis, Python Programming

    ★ 4.4 (10) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Birla Institute of Technology & Science, Pilani

    Discrete Mathematics for Computer Science and Engineering

    Skills you'll gain: Theoretical Computer Science, Mathematics and Mathematical Modeling, Applied Mathematics, Algorithms, Cryptography, Data Management

    Beginner · Course · 1 - 3 Months

  • T

    The Chinese University of Hong Kong

    离散优化算法篇 Solving Algorithms for Discrete Optimization

    Skills you'll gain: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Programming Principles, Theoretical Computer Science, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Machine Learning with R: Build, Analyze & Predict

    Skills you'll gain: Data Analysis, Machine Learning Algorithms, Statistical Analysis, Probability & Statistics, Probability Distribution, R Programming, Machine Learning Methods, Statistical Methods, R (Software), Applied Machine Learning, Statistical Machine Learning, Statistics, Statistical Modeling, Machine Learning, Statistical Inference, Classification Algorithms, Statistical Programming, Correlation Analysis, Data Manipulation, Supervised Learning

    ★ 4.6 (16) · Mixed · Course · 1 - 4 Weeks

1…565758…72

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

  • General Relativity I: Theoretical Foundations: The Hong Kong University of Science and Technology
  • Data Exploration in Psychology: American Psychological Association
  • AI Engineer Explorer Course: Packt
  • Data Literacy in Practice: SAS
  • Unity: Design & Implement Advanced Rendering Effects: EDUCBA
  • Regression Analysis for Statistics & Machine Learning in R: Packt
  • XHTML Full Stack Development with PHP Projects: EDUCBA
  • Workday Payroll for Business Users: Workday
  • Choisir la Meilleure Méthode pour Illustrer les Données: Coursera
  • Discrete Mathematics for Computer Science and Engineering: Birla Institute of Technology & Science, Pilani

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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