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Numberphile
Matrix Factorization - Numberphile

Featuring Professor David Eisenbud, director of the Mathematical Sciences Research Institute (MSRI). More links & stuff in full ...

16:34
Matrix Factorization - Numberphile

396,677 views

5 years ago

Serrano.Academy
How does Netflix recommend movies? Matrix Factorization

Announcement: New Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML 40% discount code: serranoyt A ...

32:46
How does Netflix recommend movies? Matrix Factorization

386,137 views

7 years ago

Art of the Problem
The Math Behind Recommender Systems

In this video, we explore: - Content Filtering vs Collaborative Filtering - The Netflix Prize Problem - Matrix Factorization explained ...

8:15
The Math Behind Recommender Systems

292,144 views

5 years ago

Patrick JMT
✦ LU Matrix Factorization ✦

https://youtu.be/6tnAzRMtq3M) (https://youtu.be/dqdzKTkWMG4) Matrix LU Factorizations - Step-by-Step Guide to LU ...

30:41
✦ LU Matrix Factorization ✦

5,127 views

1 year ago

Visual Kernel
SVD Visualized, Singular Value Decomposition explained | SEE Matrix , Chapter 3 #SoME2

A video explains Singular Value Decomposition, and visualize the linear transformation in action. Chapters: 0:00 SVD Intro 1:17 ...

16:28
SVD Visualized, Singular Value Decomposition explained | SEE Matrix , Chapter 3 #SoME2

388,626 views

3 years ago

Ahmad Varasteh
Non-Negative Matrix Factorization (NMF) | Multiplicative Update Rules By Lee And Seung

NMF Algorithm Non-negative Matrix Factorization (NMF) is a family of linear algebra algorithms used to uncover latent structures ...

2:45
Non-Negative Matrix Factorization (NMF) | Multiplicative Update Rules By Lee And Seung

48,883 views

5 years ago

Steve Brunton
Matrix Completion and the Netflix Prize

This video describes how the singular value decomposition (SVD) can be used for matrix completion and recommender systems.

6:14
Matrix Completion and the Netflix Prize

58,073 views

5 years ago

The Bright Side of Mathematics
LU Decomposition - An Example Calculation

Access all videos and PDFs: https://tbsom.de/s/la Become a member on Steady: https://steadyhq.com/en/brightsideofmaths ...

8:48
LU Decomposition - An Example Calculation

506,498 views

5 years ago

MIT OpenCourseWare
Five Factorizations of a Matrix

A Vision of Linear Algebra Instructor: Gilbert Strang View the complete course: https://ocw.mit.edu/2020-vision YouTube Playlist: ...

59:52
Five Factorizations of a Matrix

113,001 views

2 years ago

Stanford Graduate School of Business
Longitudinal Data and Matrix Factorization

Stanford Big-Data Initiative in International Macro-Finance, August 30, 2020 Session 5: Big Data, Machine Learning, and Artificial ...

30:12
Longitudinal Data and Matrix Factorization

3,104 views

4 years ago

MH1200
Example of matrix factorization

If a matrix m-by-n matrix A has rank r, we see by way of example how to write it as A=XY where X is m-by-r and Y is r-byn.

7:06
Example of matrix factorization

82,577 views

11 years ago

MIT OpenCourseWare
4. Factorization into A = LU

MIT 18.06 Linear Algebra, Spring 2005 Instructor: Gilbert Strang View the complete course: http://ocw.mit.edu/18-06S05 YouTube ...

48:05
4. Factorization into A = LU

844,870 views

8 years ago

ritvikmath
Eigendecomposition : Data Science Basics

What is an eigendecomposition and why is it useful for data science? Eigenvalues and Eigenvectors Video: ...

8:51
Eigendecomposition : Data Science Basics

90,285 views

5 years ago

Prime Newtons
L U = P A -Matrix Decomposition/Factoring

In this video, I showed how to DECOMPOSE A MATRIX to justify LU=PA.

19:52
L U = P A -Matrix Decomposition/Factoring

74,639 views

2 years ago

The Friendly Statistician
What Is Matrix Factorization? - The Friendly Statistician

What Is Matrix Factorization? In this informative video, we will break down the fascinating concept of matrix factorization.

3:11
What Is Matrix Factorization? - The Friendly Statistician

29 views

4 months ago

Professor Dave Explains
Further Matrix Decompositions: LU, Cholesky, QR, and SVD

We've learned about matrix diagonalization, which is a type of matrix decomposition. There are some others that we must learn, ...

10:10
Further Matrix Decompositions: LU, Cholesky, QR, and SVD

48,452 views

1 year ago

Binod Suman Academy
Matrix Factorization in Recommendation Systems | Netflix Recommend Movie

What is Recommendation System? What is Matrix Factorization? How Netflix recommend movies? Collaborative Faltering, Item ...

17:36
Matrix Factorization in Recommendation Systems | Netflix Recommend Movie

37,282 views

5 years ago

Jeff O'Connell
LU matrix factorization - part 1

Why do we care about LU factorization?

8:29
LU matrix factorization - part 1

64,606 views

9 years ago

David Oniani
Recommender Systems: Generalized Matrix Factorization from Scratch

In this video, we implement Matrix Factorization (MF) and Generalized Matrix Factorization (GMF) models in Python using PyTorch ...

23:05
Recommender Systems: Generalized Matrix Factorization from Scratch

6,280 views

2 years ago