Linear
Algebra

Linear Algebra is one of the most important topics in Mathematics, for the important reason that most problems can be approximated at the first stage in terms of a linear approximation.

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Linear Algebra

Master the essentials

Systems of linear equations, matrices, determinants, vector spaces, diagonalization of matrices, spectral theorem.

COURSE MATERIAL

01:21:05

L1 linear algebra: intro to vectors and rotation matrix

01:12:32

L2 linear algebra: matrix- vector multiplication

01:17:59

L3 linear algebra- matrix multiplication

01:15:52

L5 linear algebra: intro to linear systems of equations

Linear Algebra + Epsilon

Beyond the basics

Overview

Our Linear Algebra + Epsilon video series expands on traditional linear algebra topics, introducing advanced concepts and deeper insights that go beyond the standard curriculum. You’ll explore abstract vector spaces, advanced transformations, numerical methods, and real-world applications in fields like machine learning, quantum mechanics, and differential equations. This series is perfect for students who want to strengthen their mathematical intuition and see how linear algebra connects to broader areas of mathematics and science. Whether you’re preparing for higher-level coursework or just curious about the “epsilon” beyond the fundamentals, these videos will challenge and inspire you.