Series

Linear Algebra for Machine Learning and Data Science

Explore the essentials of linear algebra, from equations to matrices and vectors, and discover how it powers machine learning and real-world problem solving. Perfect for students and tech enthusiasts!

Articles in this series

Machine Learning Basics: Understanding Systems of Equations

Jan 20, 20256 min read47 views

Introduction to Basic Systems of Equations in Machine Learning · Introduction Linear algebra might seem like a complicated topic but it's really about...

Machine Learning Basics: Understanding Systems of Equations

From Words to Equations: The Intersection of Sentences and Linear Algebra

Jan 22, 20255 min read15 views

Linking Sentences with Linear Algebra Concepts · Linear algebra often begins with the study of systems of linear equations. However, for understanding...

From Words to Equations: The Intersection of Sentences and Linear Algebra

Explore Matrices: Understanding How Linear Dependence and Independence Work

Jan 24, 20254 min read9 views

Matrices are a fundamental concept in mathematics as it is used to organize and manipulate data. A matrix is essentially a rectangular array of...

Explore Matrices: Understanding How Linear Dependence and Independence Work