IITKAIMaths IIT Kanpur AI ML DL Maths Foundational Course

Go back to IIT Kanpur Reference Page ; https://brahmavad.in/iitkairef/

Matrices

https://www.mathsisfun.com/algebra/matrix-introduction.html

https://www.mathsisfun.com/algebra/matrix-calculator.html

Standard Deviation and Variance

https://www.mathsisfun.com/data/standard-deviation.html

https://www.mathsisfun.com/data/standard-deviation-formulas.html

Probability

https://www.mathsisfun.com/data/probability.html

Stem and Leaf Plots

https://www.mathsisfun.com/data/stem-leaf-plots.html

Data – Thinking Clearly

https://www.mathsisfun.com/data/clear-thinking.html

What is a Hermitian Matrix?

In this video I will introduce the Hermitian matrices explaining clearly what they are and their properties. This video serves as an introduction to Hermitian matrices. The video will also demonstrate by example how to find the conjugate of a complex matrix, how to calculate the conjugate transpose of a matrix and how to prove that a matrix is Hermitian. I will also demonstrate how to pronounce Hermitian correctly

How to Find Eigenvalues and Eigenvectors of a 2×2 Matrix Tutorial

In this video, I will take you through a simple worked example teaching you how you can easily find the eigenvalues and eigenvectors of a 2×2 matrix

21. Eigenvalues and Eigenvectors MIT OpenCourseWare