Search result for Matrix factorization Online Courses & Certifications
FollowFilter ![]()
Filter ![]()
Showing 19 courses
By Category ![]()
By Subject![]()
By Language![]()
By Duration![]()
By Price![]()
Get Course Alerts by Email
Matrix Factorization and Advanced Techniques
by Michael D. Ekstrand , Joseph A Konstan- 4.3
-
![]()
![]()
![]()
![]()
![]()
Approx. 16 hours to complete
In this course you will learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems. Probabilistic Matrix Factorization Matrix Factorization (Part 2) Programming Matrix Factorization Intro - Programming Matrix Factorization Matrix Factorization Assignment Part l Matrix Factorization Assignment Part ll Matrix Factorization Assignment Part lll Matrix Factorization Quiz...
Machine Learning
by John W. Paisley- 0.0
-
![]()
![]()
![]()
![]()
![]()
12 Weeks
Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data....
$249
Byte-Sized-Chunks: Recommendation Systems
by Loony Corn- 3.9
-
![]()
![]()
![]()
![]()
![]()
4.5 hours on-demand video
Matrix Factorization is used to find these factors. Many modern recommendation systems including Netflix, use some form of matrix factorization....
$12.99
Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD
by Greg Mayer- 0.0
-
![]()
![]()
![]()
![]()
![]()
3 Weeks
You will then explore another application of orthogonal projections: creating a matrix factorization widely used in practical applications of linear algebra. Construct the QR factorization of a matrix Characterize properties of a matrix using its QR decomposition Construct an orthogonal diagonalization of a symmetric matrix Construct a spectral decomposition of a matrix...
$199
Linear Algebra II: Matrix Algebra
by Greg Mayer- 0.0
-
![]()
![]()
![]()
![]()
![]()
3 Weeks
Characterize the invertibility of a matrix using the Invertible Matrix Theorem. Apply partitioned matrices to solve problems regarding matrix invertibility and matrix multiplication. Compute an LU factorization of a matrix and apply the LU factorization to solve systems of equations. Apply matrix algebra and inverses to solve and analyze Leontif Input-Output problems....
$199
Building Recommender Systems with Machine Learning and AI
by Sundog Education by Frank Kane- 4.4
-
![]()
![]()
![]()
![]()
![]()
11.5 hours on-demand video
We'll cover tried and true recommendation algorithms based on neighborhood-based collaborative filtering, and work our way up to more modern techniques including matrix factorization and even deep learning with artificial neural networks. Model-based methods including matrix factorization and SVD Build recommender systems with matrix factorization methods such as SVD and SVD++...
$20.99
Unsupervised Learning
by Mark J Grover , Miguel Maldonado- 4.9
-
![]()
![]()
![]()
![]()
![]()
Approx. 9 hours to complete
Non Negative Matrix Factorization Non Negative Matrix Factorization Notebook - Part 1 Non Negative Matrix Factorization Notebook - Part 2 Non Negative Matrix Factorization (Activity) Non Negative Matrix Factorization...
Related searches
Unsupervised Machine Learning
by Mark J Grover , Miguel Maldonado- 4.8
-
![]()
![]()
![]()
![]()
![]()
Approx. 9 hours to complete
Non Negative Matrix Factorization Non Negative Matrix Factorization Notebook - Part 1 Non Negative Matrix Factorization Notebook - Part 2 Non Negative Matrix Factorization (Activity) Non Negative Matrix Factorization...
Physical Basics of Quantum Computing
by Kirill S. Tikhonov , Tatiana Yu. Golubeva , Evgenii Vashukevich , Ivan Vybornyi- 4
-
![]()
![]()
![]()
![]()
![]()
Approx. 10 hours to complete
The concept of density matrix and separability, the notion of pure and mixed quantum states are introduced. Density matrix and its properties. Density matrix and its properties...
Recommender Systems and Deep Learning in Python
by Lazy Programmer Inc.- 4.6
-
![]()
![]()
![]()
![]()
![]()
12 hours on-demand video
We’ll be covering state of the art algorithms like matrix factorization and deep learning (making use of both supervised and unsupervised learning - Autoencoders and Restricted Boltzmann Machines), and you’ll learn a bag full of tricks to improve upon baseline results. As a bonus, we will also look how to perform matrix factorization using big data in Spark....
$18.99
