Factorization Courses and Certifications

Elimination and Factorization A = CR

Explore the concept of matrix rank and row echelon form, understanding how the matrix F reveals bases for row space and nullspace, leading to the column-row factorization A = CR.

• YouTube
• 37 minutes
• On-Demand
• Free Video

JSConf

Code Factorization: How to Organize Boilerplate Code

보일러플레이트 코드를 정리하는 '코드 인수분해' 기법을 소개합니다. 이를 통해 코드의 복잡성을 줄이고 효율적인 프로그래밍을 할 수 있습니다.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Insights into Mathematics

Unique Factorization, Primes and Multisets in Number Theory - Math Foundations 160

Explore elementary number theory through multisets, examining unique factorization, primes, and integral msets. Learn how prime msets connect to fractions and other number theory concepts.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Insights into Mathematics

Chebyshev and Spread Polynumbers - Exploring the Goh Factorization

Explore polynomials in number theory, focusing on Chebyshev and spread polynomials. Learn about the Goh factorization and its implications for modern mathematics and computation.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Factorization-based Sparse Solvers and Preconditioners - Lecture 3

Explore factorization-based sparse solvers and preconditioners, covering topics like minimum degree ordering, numerical pivoting, and sparse Gaussian elimination techniques.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Insights into Mathematics

Euclid and the Failure of Prime Factorization for Z - Data Structures Math Foundations

Explore the failure of prime factorization for z, challenging Euclid's theorem and examining ancient Greek mathematical foundations through a modern lens.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Churchill CompSci Talks

Lenstra's Elliptic Curve Factorization Method

Explore Lenstra's elliptic curve factorization method, its applications in cryptography, and its impact on computational number theory. Learn about this fast special-purpose algorithm and its mathematical foundations.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Fields Institute

Backward Maps Have Gone Nuclear - Factorization Theorems of Backward Shifts and Nuclear Maps

Explore factorization theorems of backward shifts and nuclear maps, delving into advanced mathematical concepts and their applications in analytic function spaces.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Fields Institute

Factorization of Completely Positive Matrices Using Iterative Projected Gradient Steps

Explore iterative projected gradient steps for factorizing completely positive matrices in this advanced mathematical lecture from the University of Vienna.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Aladdin Persson

Matrix Factorization Techniques for Recommender Systems

Explore matrix factorization techniques for building effective recommender systems, covering key concepts and practical implementation strategies.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

IMSA

Factorization Centers in Dimension Two and the Grothendieck Ring of Varieties

Explores factorization centers in birational isomorphisms for smooth projective surfaces, discussing their independence and relation to rationality problems and the Grothendieck ring of varieties.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Hierarchical Interpolative Factorization

Explore efficient matrix factorization techniques for differential and integral operators, focusing on interpolative decomposition and its applications in various dimensions and problem types.

• YouTube
• 33 minutes
• On-Demand
• Conference Talk

Chemometrics & Machine Learning in Copenhagen

Joint Tensor Alignment and Coupled Factorization

Explore joint tensor alignment and coupled factorization for analyzing coupled datasets with unknown entity correspondence, outperforming multi-stage approaches in data mining applications.

• YouTube
• 50 minutes
• On-Demand
• Free Video

EuroPython Conference

Yak Shaving a Good Place to Eat Using Non Negative Matrix Factorization

Explore data handling techniques to analyze restaurant reviews, group users with similar tastes, and find personalized dining recommendations using non-negative matrix factorization.

• YouTube
• 25 minutes
• On-Demand
• Conference Talk

Inside Livermore Lab

Tensor Factorization for Biomedical Representation Learning

Explore tensor factorization for biomedical representation learning, addressing challenges in healthcare data and improving predictive power for various downstream tasks.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video