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Monte Cristo

Linear Algebra

74 resources

Level
Type

📹Videos(4)

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Linear Algebra: Foundations to Frontiers Lecture 1

UT Austin course intro

beginner🇬🇧
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MIT 18.06 Lecture 1

Gilbert Strang intro lecture

beginner🇬🇧
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Essence of Linear Algebra Chapter 2

Linear combinations and span

beginner🇬🇧
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Essence of Linear Algebra Chapter 1

Visual introduction to vectors

beginner🇬🇧

📺YouTube(1)

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3Blue1Brown

Visual mathematics explanations using animations to build deep intuition for linear algebra, calculus, differential equations, and mathematical concepts.

intermediate🇬🇧

🎓Courses(57)

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Applied Geometric Algebra

Learn applied geometric algebra, a powerful approach to linear algebra. Explore topics with this course by LĂĄszlĂł Tisza.

intermediate🇬🇧
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A Vision of Linear Algebra

Learn linear algebra from MIT's Gilbert Strang! Explore vectors, matrices, and more in this comprehensive course.

intermediate🇬🇧
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Learn Differential Equations: Up Close with Gilbert Strang and Cleve Moler

Master differential equations with Gilbert Strang & Cleve Moler! Explore linear algebra's role in solving DEs in this MIT course.

intermediate🇬🇧
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Calculus Revisited: Complex Variables, Differential Equations, and Linear Algebra

Learn linear algebra essentials with Prof. Gross's MIT course! Explore complex variables & differential equations too.

intermediate🇬🇧
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Matrix Calculus for Machine Learning and Beyond

Learn matrix calculus for machine learning! MIT's course covers linear algebra with applications. Taught by Edelman & Johnson.

intermediate🇬🇧
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Differential Equations

Explore differential equations with MIT's Dr. Orloff. This linear algebra-based course covers key concepts and problem-solving techniques.

intermediate🇬🇧
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Engineering Math: Differential Equations and Linear Algebra

Master linear algebra with this course from MIT Professors Frey & Strang. Explore differential equations and their applications.

intermediate🇬🇧
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Numerical Computation for Mechanical Engineers

Learn linear algebra and numerical computation techniques essential for mechanical engineering. Course by Prof. Patera on MIT OCW.

intermediate🇬🇧
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Numerical Computation for Mechanical Engineers

Learn linear algebra essentials for mechanical engineering! Taught by MIT professors Hadjiconstantinou & Patera.

intermediate🇬🇧
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Numerical Computation for Mechanical Engineers

Learn linear algebra through numerical computation with this course from MIT professors. Ideal for mechanical engineers!

intermediate🇬🇧
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Special Topics in Mathematics with Applications: Linear Algebra and the Calculus of Variations

Explore linear algebra and calculus of variations with real-world applications in this course by Prof. Rohan Abeyaratne.

intermediate🇬🇧
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Random Matrix Theory and Its Applications

Explore random matrix theory and its applications in linear algebra with this MIT course by Profs. Win & Edelman. Learn cutting-edge techniques!

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Seminar in Geometry

Explore linear algebra through a geometric lens in Dr. Carberry's Seminar in Geometry course. Learn more at MIT OpenCourseWare.

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Topics in Geometry: Mirror Symmetry

Explore Mirror Symmetry with linear algebra insights in Prof. Auroux's MIT course. Delve into geometric topics & expand your understanding.

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Topics in Geometry: Dirac Geometry

Explore Dirac geometry with Prof. Gualtieri's MIT course. Learn linear algebra applications in advanced geometry.

intermediate🇬🇧
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Geometry of Manifolds

Explore the geometry of manifolds with Prof. Auroux's MIT course. Delve into linear algebra applications and deepen your understanding.

intermediate🇬🇧
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Geometry of Manifolds

Explore the geometry of manifolds with Prof. Mrowka's MIT course! Learn advanced linear algebra concepts and applications.

intermediate🇬🇧
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Topics in Lie Theory: Tensor Categories

Explore tensor categories in Lie theory with Prof. Etingof's MIT course. Dive into advanced linear algebra and representation theory.

intermediate🇬🇧
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Double Affine Hecke Algebras in Representation Theory, Combinatorics, Geometry, and Mathematical Physics

Explore Double Affine Hecke Algebras with Prof. Etingof's MIT course. Delve into representation theory, combinatorics, geometry, and mathematical physics!

intermediate🇬🇧
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Introduction to Representation Theory

Learn representation theory from MIT's Prof. Etingof! This linear algebra course explores group representations and their applications.

intermediate🇬🇧
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Seminar in Algebra and Number Theory: Rational Points on Elliptic Curves

Explore rational points on elliptic curves with Dr. Rogalski in this MIT linear algebra course. Delve into algebra and number theory!

intermediate🇬🇧
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Algebra II

Learn advanced linear algebra with Prof. Artin's Algebra II MIT course. Explore vector spaces, linear transformations, and more!

intermediate🇬🇧
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Algebra I

Learn linear algebra fundamentals with MIT's Algebra I course by Prof. Artin. Master key concepts & problem-solving skills.

intermediate🇬🇧
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Linear Algebra

Learn linear algebra fundamentals from MIT's David Vogan. Explore vectors, matrices, and more with this comprehensive course!

intermediate🇬🇧
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Topics in Theoretical Computer Science: An Algorithmist's Toolkit

Learn algorithmic techniques using linear algebra in Prof. Kelner's Theoretical Computer Science course. Explore the algorithmist's toolkit!

intermediate🇬🇧
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Mathematical Methods in Nanophotonics

Learn linear algebra techniques for nanophotonics from Prof. Johnson's MIT course. Explore mathematical methods for solving complex problems.

intermediate🇬🇧
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Nonlinear Dynamics I: Chaos

Explore chaos theory with MIT's Nonlinear Dynamics I course by Lyubov Chumakova! Learn linear algebra applications and the fascinating world of nonlinear systems.

intermediate🇬🇧
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Infinite Random Matrix Theory

Explore infinite random matrix theory with MIT's Profs. Win & Edelman. Learn advanced linear algebra concepts and applications!

intermediate🇬🇧
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Parallel Computing

Learn parallel computing techniques using linear algebra with Prof. Edelman's MIT course. Explore algorithms & boost your computational skills!

intermediate🇬🇧
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Introduction to Numerical Methods

Learn numerical methods for linear algebra with Prof. Johnson's MIT course. Explore practical algorithms and problem-solving techniques!

intermediate🇬🇧
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Introduction to Numerical Analysis

Learn linear algebra through numerical analysis with this MIT course by Prof. Toomre. Explore key concepts and problem-solving techniques.

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Topics in Algebraic Combinatorics

Explore algebraic combinatorics with Prof. Stanley's MIT course. Dive into connections between linear algebra and combinatorics!

intermediate🇬🇧
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Principles of Applied Mathematics

Learn linear algebra and applied mathematics principles with Prof. Rosales's MIT course. Explore key mathematical concepts!

intermediate🇬🇧
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Linear Partial Differential Equations: Analysis and Numerics

Explore linear partial differential equations with analysis and numerical methods. Learn from Prof. Johnson's MIT course.

intermediate🇬🇧
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Introduction to Functional Analysis

Learn functional analysis with Dr. Rodriguez's linear algebra course. Explore key concepts & applications.

intermediate🇬🇧
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Introduction to Functional Analysis

Learn functional analysis! Prof. Melrose's MIT course covers linear algebra concepts and applications.

intermediate🇬🇧
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Mathematical Methods for Engineers II

Learn advanced linear algebra techniques for engineering applications with Prof. Gilbert Strang's "Mathematical Methods for Engineers II" course.

intermediate🇬🇧
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Computational Science and Engineering I

Learn linear algebra through computation and engineering examples with Dr. Zhang's MIT course. Explore problem-solving techniques!

intermediate🇬🇧
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Computational Science and Engineering I

Learn linear algebra with applications to science & engineering in MIT's Computational Science and Engineering I course by Prof. Strang.

intermediate🇬🇧
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Linear Algebra

Learn linear algebra from MIT's Prof. Strang! This course covers vectors, matrices, and fundamental concepts.

intermediate🇬🇧
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Linear Algebra - Communications Intensive

Learn linear algebra with a focus on communication skills. Explore key concepts with Andrew Brooke-Taylor & Dr. Anna Lachowska.

intermediate🇬🇧
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Matrix Methods in Data Analysis, Signal Processing, and Machine Learning

Learn linear algebra through matrix methods with Prof. Strang's MIT course. Master data analysis, signal processing, and machine learning fundamentals!

intermediate🇬🇧
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Differential Equations

Master differential equations & linear algebra with this comprehensive MIT course. Learn from Professors Mattuck, Miller, Orloff & Lewis!

intermediate🇬🇧
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Differential Equations

Learn differential equations & linear algebra with MIT's Profs. Miller & Mattuck. Access course materials & build essential math skills.

intermediate🇬🇧
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Honors Differential Equations

Explore advanced differential equations and linear algebra with Dr. Hur's Honors course. Perfect for motivated learners!

intermediate🇬🇧
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Honors Differential Equations

Explore advanced differential equations with linear algebra applications in this honors course by Prof. Jason Starr.

intermediate🇬🇧
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Multivariable Calculus

Master multivariable calculus with Prof. Auroux's MIT course. Explore linear algebra & expand your calculus knowledge!

intermediate🇬🇧
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Multivariable Calculus

Learn multivariable calculus, including linear algebra, with MIT's Profs. Jerison & Mattuck. Explore vectors, matrices, and more!

intermediate🇬🇧
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Multivariable Calculus

Master multivariable calculus with Prof. Auroux's MIT course! Explore linear algebra and vector calculus concepts.

intermediate🇬🇧
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Multivariable Calculus with Theory

Explore multivariable calculus with theoretical depth in this linear algebra course by Christine Breiner.

intermediate🇬🇧
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Calculus of Several Variables

Learn multivariable calculus & linear algebra with MIT's Prof. McKernan. Explore functions, gradients, optimization, and more!

intermediate🇬🇧
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Prediction and Predictability in the Atmosphere and Oceans

Learn linear algebra applications in atmospheric & oceanic predictability with Prof. Hansen's course. Explore prediction challenges!

intermediate🇬🇧
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Khan Academy Linear Algebra

Learn linear algebra with Khan Academy! Master vectors, matrices, transformations, and more through engaging lessons and practice exercises.

beginner🇬🇧
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Linear Algebra - Foundations to Frontiers

Learn the mathematics behind linear algebra and link it to matrix software development.

advanced🇬🇧
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Essence of Linear Algebra

Visually grasp linear algebra's core concepts with 3Blue1Brown's insightful course. Unlock mathematical intuition & problem-solving skills!

beginner🇬🇧
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Linear Algebra (18.06)

Master linear algebra with MIT's 18.06 course, taught by Gilbert Strang! Explore vectors, matrices, and solve linear equations.

advanced🇬🇧
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Linear Algebra

Coursera course: Introduction to Linear Algebra

intermediate🇬🇧

📚Books(4)

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Applied Linear Algebra (Boyd & Vandenberghe)

Modern linear algebra presented as the essential infrastructure for data science and AI optimization.

intermediate🇬🇧
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Linear Algebra Done Right

Rigorous linear algebra text emphasizing vector spaces, linear maps, and abstract structure over computational techniques and determinants.

intermediate🇬🇧
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No Bullshit Guide to Linear Algebra

No Bullshit Guide to Linear Algebra - A book resource

intermediate🇬🇧
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Matrix

Matrix - A book resource

intermediate🇬🇧

🌐Websites(7)

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3Blue1Brown Linear Algebra Series

Intuitive visualizations

beginner🇬🇧
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Immersive Linear Algebra

Interactive linear algebra textbook with dynamic visualizations covering vectors, matrices, transformations, eigenvalues, and decompositions.

intermediate🇬🇧
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linear.ups.edu

Open-access Linear Algebra textbook and course materials from the University of Puget Sound, with explanations, worked examples, and exercises. Topics include vectors and matrices, systems of linear equations, eigenvalues and eigenvectors, diagonalization, inner product spaces, and linear transformations.

intermediate🇬🇧
website👁️ 0

ocw.mit.edu/linear

MIT OpenCourseWare’s Linear Algebra collection offers free, self-paced materials from MIT’s 18.06 course, including lecture videos, notes, assignments, and exams with solutions, covering core topics such as vector spaces, linear transformations, eigenvalues/eigenvectors, and applications.

intermediate🇬🇧
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immersivemath.com

Immersive Math offers interactive, visually-driven explanations of linear algebra concepts, helping learners build intuition through hands-on widgets. The site covers vectors, matrices, linear transformations, eigenvalues/eigenvectors, and related topics with dynamic demonstrations.

intermediate🇬🇧
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linearalgebra.org

Linear Algebra.org is a free online resource that provides clear tutorials and explanations of linear algebra concepts. It covers vectors, matrices, systems of linear equations, vector spaces, linear transformations, eigenvalues/eigenvectors, and practical applications, with numerous worked examples and practice problems.

intermediate🇬🇧
website👁️ 0

ocw.mit.edu/linalg

MIT OpenCourseWare's Linear Algebra page offers free, self-paced course materials from MIT, including lecture videos, notes, problem sets, and exams, covering vectors and matrices, linear systems, eigenvalues/eigenvectors, diagonalization, and practical applications.

intermediate🇬🇧

🎙️Podcasts(1)

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The Determinant

Hello! Welcome to The Determined People Podcast, hosted by John Harrell, bestselling author, inspirational speaker, blogger and now podcaster. The Determined People Podcast is a two-pronged approach to podcasting. Every day I offer a 30 second inspirational message designed to start your day the right way. It’s not rah-rah stuff or fluff. The messages are designed to make you think, to inspire you, and to sustain you as you face the unknown challenges of the day. Bi-weekly I post interviews with real people who have honest, relatable stories. People who are willing to share their experience, strength and hope from th...

beginner🌐

Frequently Asked Questions

What are the best free resources to learn Linear Algebra?

Dantes has curated 70 resources for Linear Algebra, including 5 videos, 1 YouTube videos, 2 books, 56 courses, 3 websites. All resources are hand-picked for quality — no algorithmic filler. Browse the full list above to find the format that works best for you.

Is Linear Algebra hard to learn?

Linear Algebra is approachable at the beginner level — there are resources here specifically for those starting from scratch. As you progress, intermediate and advanced material is also available to take your skills further.

What types of Linear Algebra learning resources are available on Dantes?

For Linear Algebra, Dantes has curated 5 videos, 1 YouTube videos, 2 books, 56 courses, 3 websites. Each resource type serves a different learning style: videos and YouTube for visual learners, books for depth, courses for structured progression, and websites for quick reference.

How does Dantes select Linear Algebra resources?

Dantes is an algorithm-free learning directory. Resources are hand-curated based on quality, accuracy, and usefulness — not engagement metrics or paid placements. The goal is to surface the best learning material for Linear Algebra, whether it's a free YouTube series, a classic textbook, or an open courseware from a top university.

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