Все публикации

0:04:45

Log-Cosh Regression: Intuition and Solution

0:06:39

Least Absolute Deviations: Intuition and Solution

0:03:28

Weighted Least Squares: Solution Derivation

0:03:27

Weighted Least Squares (WLS) Regression

0:06:02

Proof of Convexity of Linear Least Squares

0:06:02

Linear Regression: Deriving the Normal Equation

0:04:33

Ordinary Least Squares - Deriving a Cost Function

0:06:04

The Chain Rule for Probability

0:07:39

Matrix Calculus Identities - Scalar by Vector Derivatives [Part II]

0:04:46

Matrix Calculus Identities - Scalar by Vector Derivatives [Part I]

0:05:16

Obtaining an LDLT Decomposition

0:05:58

The Cholesky Decomposition

0:04:49

LU Decomposition Example

0:06:07

The LU Decomposition of a Matrix - Intro

0:04:06

LDU Decomposition

0:05:32

PLU Decomposition Example

0:04:53

Matrix Differentiation - Derivatives With Respect to Matrices

0:02:23

Matrix Differentiation - Derivatives With Respect to Scalars

0:08:55

Matrix Differentiation - Derivatives With Respect to Vectors

0:02:54

The Kronocker Product

0:04:41

Curve of Intersection of Two Surfaces in 3D: Plane and a Cylinder