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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


  • U

    UNSW Sydney (The University of New South Wales)

    Remote Sensing Image Acquisition, Analysis and Applications

    Skills you'll gain: Image Analysis, Applied Machine Learning, Unsupervised Learning, Geospatial Information and Technology, Machine Learning Methods, Image Quality, Feature Engineering, Machine Learning, Dimensionality Reduction, Deep Learning, Supervised Learning, Classification Algorithms, Probability & Statistics, Artificial Neural Networks

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

  • U

    University of Colorado Boulder

    The Art of Visual Storytelling

    Skills you'll gain: Adobe Premiere, Video Production, Videography, Post-Production, Photo/Video Production and Technology, Video Editing, Storyboarding, Storytelling, Cinematography, Media Production, Visual Storytelling, Oral Expression, Editing, Data Import/Export, Writing, Graphic and Visual Design, Graphic and Visual Design Software, Scripting, Design Elements And Principles, Timelines

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

  • 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 (165) · Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Honors Algebra 2: Algebraic, Exponential & Log Functions

    Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Columbia University

    Camera and Imaging

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Digital Signal Processing, Semiconductors, Algorithms

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

  • C

    Codio

    Java: Non-Linear Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Java Programming, Java, Data Management, Secure Coding, Theoretical Computer Science, Performance Tuning, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    Project Initiation and Planning

    Skills you'll gain: Waterfall Methodology, Kanban Principles, Agile Methodology, Project Planning, Project Management Life Cycle, Agile Project Management, Sprint Planning, Project Management, Project Estimation, Project Scoping, Project Schedules, Workflow Management, Timelines, Scheduling, Scope Management, Backlogs, Work Breakdown Structure, Risk Management, Stakeholder Management, Resource Management

    ★ 4.8 (149) · Beginner · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Number Theory and Cryptography

    Skills you'll gain: Cryptographic Protocols, Cryptography, Key Management, Encryption, Cybersecurity, Arithmetic, Algorithms, Algebra, Python Programming

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

  • R

    Rice University

    Portfolio Selection and Risk Management

    Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Risk Modeling, Investments, Financial Market, Risk Management, Finance, Risk Appetite, Return On Investment, Risk Mitigation, Risk Analysis, Statistical Methods, Correlation Analysis, Decision Making, Variance Analysis

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

  • P

    Packt

    Mathematical Foundations and Quantum Mechanics Essentials

    Skills you'll gain: Quantum computing, Probability, Linear Algebra, Probability & Statistics, Mathematics and Mathematical Modeling, Statistics, Applied Mathematics, Computer Science, Algebra, Physics

    ★ 4.4 (64) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Introduction to Predictive Modeling

    Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods

    ★ 4.8 (144) · Mixed · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Conceptos y Herramientas para la Física Universitaria

    Skills you'll gain: Mathematical Modeling, Calculus, Physics, Integral Calculus, Graphing, Applied Mathematics, Mechanics, Torque (Physics), Linear Algebra, Algebra, Trigonometry, Derivatives

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

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

  • Remote Sensing Image Acquisition, Analysis and Applications: UNSW Sydney (The University of New South Wales)
  • The Art of Visual Storytelling: University of Colorado Boulder
  • Computer Vision with Embedded Machine Learning: Edge Impulse
  • Honors Algebra 2: Algebraic, Exponential & Log Functions: Johns Hopkins University
  • Camera and Imaging: Columbia University
  • Java: Non-Linear Data Structures: Codio
  • Project Initiation and Planning: University of Illinois Urbana-Champaign
  • Number Theory and Cryptography: University of California San Diego
  • Portfolio Selection and Risk Management: Rice University
  • Mathematical Foundations and Quantum Mechanics Essentials: Packt

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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