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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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    Coursera

    YouTube Planning: Manage Content Like a Pro

    Skills you'll gain: Content Development and Management, Content Strategy, Content Performance Analysis, Target Audience, Production Planning, Scheduling, Project Planning, Content Marketing, Media Planning, Content Management, Production Schedule, Driving engagement, Organizational Skills, Workflow Management, AI Product Strategy, Information Architecture, Marketing Channel

    Beginner · Course · 1 - 4 Weeks

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    Koç University

    KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS

    Skills you'll gain: Calculus, Graphing, General Mathematics, Algebra, Mathematical Theory & Analysis, Integral Calculus

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Exploratory Data Analysis and Visualization

    Skills you'll gain: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Statistical Analysis, Data Storytelling, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing

    Beginner · Course · 1 - 3 Months

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    Northwestern University

    현대 로봇공학, 강좌 3: 로봇 동역학

    Skills you'll gain: Automation Engineering, Mathematical Modeling, Computer Programming Tools, Simulation and Simulation Software, Mechanical Engineering, Engineering Calculations, Software Development Tools, Numerical Analysis, Mechanics, Torque (Physics), Algorithms, Control Systems, Applied Mathematics, Differential Equations, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션

    Skills you'll gain: Control Systems, Robotic Process Automation, Simulations, Record Keeping, Matlab, Computer Programming, Linear Algebra

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of AI in Game Development

    Skills you'll gain: C# (Programming Language)

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Houdini FX Procedural Modeling and VEX Effects Mastery

    Skills you'll gain: Animations, 3D Modeling, 3D Assets, Programming Principles, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Functional Design, Prototyping, User Interface (UI), Scripting, Computational Logic, Simulations, Data Structures, Scripting Languages, Linear Algebra

    Beginner · Specialization · 3 - 6 Months

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    Simplilearn

    Generative AI in Design Phase Training

    Skills you'll gain: AI Personalization, Wireframing, Generative AI, Prototyping, Figma (Design Software), Information Architecture, User Interface and User Experience (UI/UX) Design, User Flows, UI Components, Technical Design, Software Design, Software Architecture, Responsive Web Design

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    H2O GPTe Learning Path

    Skills you'll gain: LLM Application, Large Language Modeling, AI Product Strategy, Generative AI, Web Applications, Artificial Intelligence, Prompt Engineering, Agentic systems, Information Architecture, Application Programming Interface (API), Automation, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Octave for Machine Learning: Analyze & Visualize

    Skills you'll gain: Text Mining, Statistical Analysis, Data Visualization, Descriptive Statistics, Data Analysis, Computer Programming, Mathematical Software, Data Manipulation, Data Processing, Data Structures, Linear Algebra, Numerical Analysis, Software Installation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Survey of Data Science

    Intermediate · Course · 1 - 3 Months

Searches related to linear algebra

linear algebra for machine learning and data science
linear algebra: linear systems and matrix equations
linear algebra from elementary to advanced
linear algebra: matrix algebra, determinants, & eigenvectors
linear algebra for machine learning & ai
linear algebra basics
linear algebra and regression fundamentals for data science
linear algebra: orthogonality and diagonalization
1…60616263

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

  • YouTube Planning: Manage Content Like a Pro: Coursera
  • KALKÜLÜS I: HAZIRLIK VE ALTYAPI / CALCULUS I: PRECALCULUS: Koç University
  • Exploratory Data Analysis and Visualization: Microsoft
  • 현대 로봇공학, 강좌 3: 로봇 동역학: Northwestern University
  • 현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션: Northwestern University
  • Foundations of AI in Game Development: Packt
  • Houdini FX Procedural Modeling and VEX Effects Mastery: EDUCBA
  • Generative AI in Design Phase Training: Simplilearn
  • H2O GPTe Learning Path: H2O.ai
  • Octave for Machine Learning: Analyze & Visualize: EDUCBA

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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