**Links and References**

**Books**

**Required Text:**Linear Algebra with Applications, 4th ed, Gilbert Strang (book review1 book review 2 by data scientist)

**Standard texts for a second course in Linear Algebra (no applications)**

A Second Course in Linear Algebra, Garcia and Horn

Linear Algebra in Action, Dym

Linear Algebra Done Right, Axler (free GT download) [determinant-free treatment with no applications]

Linear Algebra, Hoffman and Kuntz [mathematical treatment with no applications]

**Recommended texts for a first course in Linear Algebra**

Elementary Linear Algebra, Anton

Introduction to Linear Algebra, Strang

UCLA lecture notes, Tao

**Videos**

Strang video lectures from his first course on linear algebra and accompanying notes

Khan Academy (material from first course, provides computational exercises with feedback)

Essence of Linear Algebra

Interesting links

Too Much Calculus, Strang

The Language of Linear Algebra, Strang

Knill's linear algebra course handouts (very visual and application oriented)

Foundations of Data Science, book by Blum, Hopcroft, and Kannan

Math, Numerics, and Programming for Mechanical Engineers

Necessary And Sufficient Conditions For Existence of the LU Factorization of an Arbitrary Matrix (Johnson and Okunev)

Proof of Gaussian elimination

Gaussian Elimination, LU-Factorization, Cholesky Factorization, Reduced Row Echelon Form

Chinese used Gaussian Elimination in 300-200 BC

The Gauss-Jordan elimination game

Counting Operations in Gaussian Elimination

Quantum Mechanics in Simple Matrix Form (Dover Books on Physics), Thomas Jordan

Too Much Calculus, Strang

The Language of Linear Algebra, Strang

Knill's linear algebra course handouts (very visual and application oriented)

Foundations of Data Science, book by Blum, Hopcroft, and Kannan

**Chapter 1**Math, Numerics, and Programming for Mechanical Engineers

Necessary And Sufficient Conditions For Existence of the LU Factorization of an Arbitrary Matrix (Johnson and Okunev)

Proof of Gaussian elimination

Gaussian Elimination, LU-Factorization, Cholesky Factorization, Reduced Row Echelon Form

Chinese used Gaussian Elimination in 300-200 BC

The Gauss-Jordan elimination game

Counting Operations in Gaussian Elimination

**Applications**Quantum Mechanics in Simple Matrix Form (Dover Books on Physics), Thomas Jordan