Linear Algebra

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The Finite Element Method for Problems in Physics (Coursera) Coursera
University of Michigan

The Finite Element Method for Problems in Physics (Coursera)

Engineering Sci: Mathematics

Dive into the world of computational mechanics with 'The Finite Element Method for Problems in Physics' course. This beginner-friendly introduction will equip you with a strong foundation in applying the finite element method (FEM) to solve intricate problems across various fields, including physics and engineering sciences. Through engaging mathematical explanations and practical coding exercises, you'll learn how to implement FEM using modern tools and expand your skills to other applications.

Sep 7th 2026
13-24 Weeks
Math Physics Linear Algebra
Details
Algèbre Linéaire (Partie 2) (edX) EdX
École Polytechnique Fédérale de Lausanne,EPFLx

Algèbre Linéaire (Partie 2) (edX)

Engineering Sci: Mathematics

Plongez dans le monde fascinant de l'algèbre linéaire avec notre cours complet. Conçu pour être accessible à tous, ce MOOC vous offre une introduction rigoureuse sans nécessiter de connaissances préalables. Que vous cherchiez à approfondir vos études en économie, ingénierie, physique ou statistique, ou simplement à explorer la beauté des mathématiques, cette formation est votre porte d'entrée.

Self Paced
Self-Paced
Math Linear Algebra Algèbre Linéaire
Details
Mathematics for Machine Learning: PCA (Coursera) Coursera
Imperial College London

Mathematics for Machine Learning: PCA (Coursera)

Data Science

Dive into the essential mathematics behind one of the most popular dimensionality reduction techniques in machine learning: Principal Component Analysis (PCA). This comprehensive course is designed for those with an intermediate understanding of statistics and linear algebra, aiming to equip you with the skills needed to apply PCA effectively in your data science projects. By the end of this course, you'll have a solid grasp on how to minimize reconstruction error and extract meaningful patterns from high-dimensional datasets.

Sep 7th 2026
4 Weeks
Statistics Analysis Machine Learning
Details
Advanced Linear Algebra: Foundations to Frontiers (edX) EdX
University of Texas at Austin,UTAustinX

Advanced Linear Algebra: Foundations to Frontiers (edX)

Sci: Mathematics Computer Science

Dive into Advanced Linear Algebra: Foundations to Frontiers (ALAFF) and elevate your understanding of linear algebra's role in computing and data science. This course will equip you with advanced knowledge, practical skills in algorithm implementation, and insights into the nuances of floating-point arithmetic.

Self Paced
Self-Paced
Math Computing Algorithms
Details
Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD (edX) EdX
Georgia Institute of Technology,GTx

Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD (edX)

Sci: Mathematics

Dive into the complex world of Linear Algebra with this comprehensive course. Learn about Orthogonality & Symmetric Matrices and the Singular Value Decomposition (SVD) – essential topics that underpin many areas of mathematics, computer science, and engineering. This course is ideal for those looking to enhance their understanding of advanced linear algebra concepts.

Self Paced
Self-Paced
Math Linear Algebra Mathematics
Details
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