LU Decomposition Courses and Certifications

Matrix Algebra for Engineers

883 reviews

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices.

• Coursera
• 19 hours 35 minutes
• On-Demand
• Paid Course

• Best of All Time

Linear Algebra

8 reviews

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours
• On-Demand
• Free Video

Wrath of Math

LU-Decomposition of a Matrix - Linear Algebra Explained

Explore LU-Decomposition in linear algebra: definition, applications for solving systems, step-by-step process, and examples. Master this powerful technique for efficient matrix analysis.

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

IIT Kharagpur;  NPTEL

Advanced Computational Techniques

Explore advanced numerical methods for scientific computing, covering interpolation, quadrature, linear systems, ODEs, and PDEs. Gain practical skills for implementing computational techniques in engineering and science.

• Swayam
• 4 weeks
• On-Demand
• Free Online Course

Analyse numérique pour ingénieurs

109 ratings at Coursera

Méthodes numériques pour ingénieurs : interpolation, dérivation, intégration, systèmes linéaires et non-linéaires, équations différentielles. Approche pratique avec MATLAB/Octave et exercices théoriques.

• Coursera
• 37 hours
• On-Demand
• Paid Course

The Julia Programming Language

80 Years of Computing with the Elimination Algorithm

Explore 80 years of Gaussian elimination history, numerical stability challenges, and recent advances using Julia for solving linear systems Ax = b.

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

The Julia Programming Language

Automated Algorithm Selection Discovery via LLMs

Explore how LLMs can automatically discover optimal matrix factorization algorithms, achieving 50X speedups through intelligent selection of data structures and computational methods.

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

Wrath of Math

PLU-Decomposition of a Matrix Explained - Linear Algebra

Explore PLU-decomposition of matrices, its applications in solving linear systems, and step-by-step process for finding LU decomposition and PLU factorization in linear algebra.

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

ACM SIGPLAN

REPTILE - Performant Tiling of Recurrences

Discover REPTILE, a compiler that optimizes recurrence equations through tiling, generating C code that matches hand-optimized libraries for linear solvers and bioinformatics algorithms.

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

線形代数の理論とPythonによる実践

593 ratings at Udemy

機械学習や統計解析の理論としての前提である線形代数を分かりやすく，かつ本格的に解説します． 理論だけでなくPythonによる実践方法についても学習できます．データサイエンスを目指す人には必須のカリキュラムです．

• Udemy
• 21 hours 2 minutes
• On-Demand
• Paid Course

Introducing Linear Algebra

Comprehensive exploration of linear algebra concepts, from basic operations to advanced topics, with practical applications using Julia and Python programming languages.

• YouTube
• 9 hours
• On-Demand
• Free Video

Modern Linear Algebra Using Python Instead of a Textbook

Explore linear algebra concepts through hands-on Python programming, covering matrix operations, decompositions, and applications in machine learning and data analysis.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

The Bright Side of Mathematics

Linear Algebra

Comprehensive exploration of advanced linear algebra concepts, including matrix operations, complex numbers, decompositions, and Jordan Normal Form, with practical examples and calculations.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Numerical Methods

Comprehensive exploration of numerical methods covering error analysis, linear systems, interpolation, differentiation, integration, and solving algebraic equations using various techniques.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Linear Algebra Through Geometry

Holistic approach to linear algebra, blending algebraic and geometric perspectives. Emphasizes intuition and visualization to enhance understanding of vector spaces, subspaces, eigenvectors, and linear equations.

• Swayam
• 12 weeks
• Finished
• Free Online Course